From a09506b7a7904a63fd4035f0da330fb8a5ae023d Mon Sep 17 00:00:00 2001 From: Ida Dittrich Date: Mon, 1 Dec 2025 17:24:56 +0100 Subject: [PATCH] =?UTF-8?q?feinschliff=20f=C3=BCr=20pek?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...51201-160716-003-intentanalysis_prompt.txt | 89 ++++++++++++ ...201-160722-004-intentanalysis_response.txt | 17 +++ ...51201-160744-005-intentanalysis_prompt.txt | 89 ++++++++++++ ...201-160752-006-intentanalysis_response.txt | 17 +++ ...51201-160806-007-intentanalysis_prompt.txt | 89 ++++++++++++ ...201-160813-008-intentanalysis_response.txt | 17 +++ ...51201-161019-009-intentanalysis_prompt.txt | 89 ++++++++++++ ...201-161025-010-intentanalysis_response.txt | 17 +++ ...51201-161508-011-intentanalysis_prompt.txt | 89 ++++++++++++ ...201-161517-012-intentanalysis_response.txt | 17 +++ ...51201-161718-013-intentanalysis_prompt.txt | 106 ++++++++++++++ ...201-161727-014-intentanalysis_response.txt | 37 +++++ 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diff --git a/logs/debug/prompts/20251201-160716-003-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-160716-003-intentanalysis_prompt.txt new file mode 100644 index 00000000..4e4a69f4 --- /dev/null +++ b/logs/debug/prompts/20251201-160716-003-intentanalysis_prompt.txt @@ -0,0 +1,89 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "wie viele Projekte in Zürich gibt es?" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} diff --git a/logs/debug/prompts/20251201-160722-004-intentanalysis_response.txt b/logs/debug/prompts/20251201-160722-004-intentanalysis_response.txt new file mode 100644 index 00000000..e0011291 --- /dev/null +++ b/logs/debug/prompts/20251201-160722-004-intentanalysis_response.txt @@ -0,0 +1,17 @@ +```json +{ + "intent": "READ", + "entity": "Projekt", + "parameters": { + "location_filter": "Zürich" + }, + "confidence": 0.9 +} +``` + +**Analysis:** +- **Intent**: READ - The user wants to query/count existing projects ("wie viele ... gibt es?" = "how many ... are there?") +- **Entity**: Projekt - The user is asking about "Projekte" (projects) +- **Parameters**: + - `location_filter: "Zürich"` - The user wants to filter projects by location (Zürich). Since Projekt doesn't have direct location fields, this will need to be resolved through the associated Parzellen's kontextGemeinde relationship +- **Confidence**: 0.9 - High confidence as the intent and entity are clear, though the query involves a relationship traversal (Projekt → Parzelle → Gemeinde) \ No newline at end of file diff --git a/logs/debug/prompts/20251201-160744-005-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-160744-005-intentanalysis_prompt.txt new file mode 100644 index 00000000..7bf71841 --- /dev/null +++ b/logs/debug/prompts/20251201-160744-005-intentanalysis_prompt.txt @@ -0,0 +1,89 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "Erstelle ein neues Projekt in Zürich" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} diff --git a/logs/debug/prompts/20251201-160752-006-intentanalysis_response.txt b/logs/debug/prompts/20251201-160752-006-intentanalysis_response.txt new file mode 100644 index 00000000..2e1fc3e5 --- /dev/null +++ b/logs/debug/prompts/20251201-160752-006-intentanalysis_response.txt @@ -0,0 +1,17 @@ +```json +{ + "intent": "CREATE", + "entity": "Projekt", + "parameters": { + "location_filter": "Zürich" + }, + "confidence": 0.85 +} +``` + +**Explanation:** +- **Intent**: CREATE - The user wants to create a new project ("Erstelle ein neues Projekt") +- **Entity**: Projekt - The entity type is clearly specified +- **Parameters**: + - `location_filter`: "Zürich" - The user mentions "in Zürich" as the location. Since Projekt doesn't have direct location fields (location is stored in associated Parzellen), I'm using `location_filter` to indicate the intended location context. This will need to be handled by creating associated Parzellen with the appropriate `kontextGemeinde` value. +- **Confidence**: 0.85 - High confidence in intent and entity, slightly lower because the location reference for a new project is indirect (projects get location through their parcels) and no project name/label was provided. \ No newline at end of file diff --git a/logs/debug/prompts/20251201-160806-007-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-160806-007-intentanalysis_prompt.txt new file mode 100644 index 00000000..92dd7b3a --- /dev/null +++ b/logs/debug/prompts/20251201-160806-007-intentanalysis_prompt.txt @@ -0,0 +1,89 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "wie viele Projekte in zürich gibt es jetzt?" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} diff --git a/logs/debug/prompts/20251201-160813-008-intentanalysis_response.txt b/logs/debug/prompts/20251201-160813-008-intentanalysis_response.txt new file mode 100644 index 00000000..c861edee --- /dev/null +++ b/logs/debug/prompts/20251201-160813-008-intentanalysis_response.txt @@ -0,0 +1,17 @@ +```json +{ + "intent": "READ", + "entity": "Projekt", + "parameters": { + "location_filter": "zürich" + }, + "confidence": 0.9 +} +``` + +**Analysis:** +- **Intent**: READ - The user wants to query/count existing projects ("wie viele Projekte ... gibt es") +- **Entity**: Projekt - The query is about projects ("Projekte") +- **Parameters**: + - `location_filter`: "zürich" - The user is asking about projects in Zürich. Since Projekt doesn't have direct location fields but location is stored in associated Parzellen (via kontextGemeinde), we use the `location_filter` parameter to indicate this geographic filter needs to be resolved through the Parzelle relationship. +- **Confidence**: 0.9 - High confidence. The intent is clear (counting/querying projects), the location is explicitly mentioned, and the temporal indicator "jetzt" (now) suggests current/active projects. \ No newline at end of file diff --git a/logs/debug/prompts/20251201-161019-009-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-161019-009-intentanalysis_prompt.txt new file mode 100644 index 00000000..f9b6b59d --- /dev/null +++ b/logs/debug/prompts/20251201-161019-009-intentanalysis_prompt.txt @@ -0,0 +1,89 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "wie viele parzellen in zürich gibt es?" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} diff --git a/logs/debug/prompts/20251201-161025-010-intentanalysis_response.txt b/logs/debug/prompts/20251201-161025-010-intentanalysis_response.txt new file mode 100644 index 00000000..0d25fef0 --- /dev/null +++ b/logs/debug/prompts/20251201-161025-010-intentanalysis_response.txt @@ -0,0 +1,17 @@ +```json +{ + "intent": "READ", + "entity": "Parzelle", + "parameters": { + "kontextGemeinde": "Zürich" + }, + "confidence": 0.9 +} +``` + +**Reasoning:** +- The user is asking "wie viele parzellen in zürich gibt es?" (how many plots are there in Zürich?) +- **Intent**: READ - The user wants to query/read information about existing entities +- **Entity**: Parzelle - The user is specifically asking about "parzellen" (plots/parcels) +- **Parameters**: The location "Zürich" refers to a municipality (Gemeinde). Since Parzelle has the field `kontextGemeinde` which links to the municipality, this is the appropriate field to use for filtering by location +- **Confidence**: 0.9 - High confidence as the intent and entity are clearly stated, though the exact count operation is implicit \ No newline at end of file diff --git a/logs/debug/prompts/20251201-161508-011-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-161508-011-intentanalysis_prompt.txt new file mode 100644 index 00000000..f9b6b59d --- /dev/null +++ b/logs/debug/prompts/20251201-161508-011-intentanalysis_prompt.txt @@ -0,0 +1,89 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "wie viele parzellen in zürich gibt es?" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} diff --git a/logs/debug/prompts/20251201-161517-012-intentanalysis_response.txt b/logs/debug/prompts/20251201-161517-012-intentanalysis_response.txt new file mode 100644 index 00000000..0d25fef0 --- /dev/null +++ b/logs/debug/prompts/20251201-161517-012-intentanalysis_response.txt @@ -0,0 +1,17 @@ +```json +{ + "intent": "READ", + "entity": "Parzelle", + "parameters": { + "kontextGemeinde": "Zürich" + }, + "confidence": 0.9 +} +``` + +**Reasoning:** +- The user is asking "wie viele parzellen in zürich gibt es?" (how many plots are there in Zürich?) +- **Intent**: READ - The user wants to query/read information about existing entities +- **Entity**: Parzelle - The user is specifically asking about "parzellen" (plots/parcels) +- **Parameters**: The location "Zürich" refers to a municipality (Gemeinde). Since Parzelle has the field `kontextGemeinde` which links to the municipality, this is the appropriate field to use for filtering by location +- **Confidence**: 0.9 - High confidence as the intent and entity are clearly stated, though the exact count operation is implicit \ No newline at end of file diff --git a/logs/debug/prompts/20251201-161718-013-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-161718-013-intentanalysis_prompt.txt new file mode 100644 index 00000000..b644016c --- /dev/null +++ b/logs/debug/prompts/20251201-161718-013-intentanalysis_prompt.txt @@ -0,0 +1,106 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "add a new parzelle with these information into the database: Parzellen-Informationen +Ausgewählte Parzelle +ID:AA1704 +Nummer:AA1704 +Name:AA1704 +EGRID:CH887199917793 +IdentND:ZH0200000261 +Kanton:ZH +Gemeinde:Zürich +Gemeinde-Code:261 +Fläche:6514.99 m² +Zentrum (LV95):2682951.44, 1247622.91 +Geoportal: +Link öffnen +Kartenansicht +Zentrum:2682951.44, 1247622.91 +Bounds Min:2682914.00, 1247582.00 +Bounds Max:2683024.30, 1247667.50" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} diff --git a/logs/debug/prompts/20251201-161727-014-intentanalysis_response.txt b/logs/debug/prompts/20251201-161727-014-intentanalysis_response.txt new file mode 100644 index 00000000..5f12fc54 --- /dev/null +++ b/logs/debug/prompts/20251201-161727-014-intentanalysis_response.txt @@ -0,0 +1,37 @@ +```json +{ + "intent": "CREATE", + "entity": "Parzelle", + "parameters": { + "id": "AA1704", + "label": "AA1704", + "kontextGemeinde": "Zürich" + }, + "confidence": 0.75 +} +``` + +**Analysis:** + +The user wants to add a new "Parzelle" (plot/parcel) to the database. The command provides extensive information about the parcel, but only a subset can be mapped to the available fields in the **Parzelle** entity definition: + +**Mapped fields:** +- `id`: "AA1704" (from ID/Nummer) +- `label`: "AA1704" (from Name) +- `kontextGemeinde`: "Zürich" (from Gemeinde - will need to be resolved to municipality ID) + +**Unmapped information** (not available in the Parzelle entity schema): +- EGRID: CH887199917793 +- IdentND: ZH0200000261 +- Kanton: ZH +- Gemeinde-Code: 261 +- Fläche: 6514.99 m² +- Zentrum coordinates (LV95): 2682951.44, 1247622.91 +- Bounds coordinates + +**Confidence reasoning:** +The confidence is set to 0.75 because: +- The intent (CREATE) is clear +- The entity (Parzelle) is explicitly mentioned +- However, most of the provided information cannot be stored in the current Parzelle schema +- The user may expect all this data to be stored, but the system can only capture id, label, and kontextGemeinde from the provided information \ No newline at end of file diff --git a/logs/debug/prompts/20251201-162158-015-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-162158-015-intentanalysis_prompt.txt new file mode 100644 index 00000000..edd50448 --- /dev/null +++ b/logs/debug/prompts/20251201-162158-015-intentanalysis_prompt.txt @@ -0,0 +1,131 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "erstelle einen neuen parzelleneintrag mit diesen informationen: ID:AA4198 +Nummer:AA4198 +Name:AA4198 +EGRID:CH879177719964 +IdentND:ZH0200000261 +Adresse:Steinmühleplatz 3, 8001 Zürich +Kanton:ZH +Gemeinde:Zürich +Gemeinde-Code:261 +Fläche:1972.83 m² +Zentrum (LV95):2682910.35, 1247566.80" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Erstelle eine Parzelle mit Label 123, PLZ 8000, Gemeinde Zürich, Bauzone W3" + Output: {"intent": "CREATE", "entity": "Parzelle", "parameters": {"label": "123", "plz": "8000", "kontextGemeinde": "Zürich", "bauzone": "W3"}, "confidence": 0.95} + +- Input: "Parzellen-Informationen: ID:AA1704, Nummer:AA1704, EGRID:CH887199917793, Kanton:ZH, Gemeinde:Zürich, Gemeinde-Code:261, Fläche:6514.99 m², Zentrum:2682951.44,1247622.91" + Output: { + "intent": "CREATE", + "entity": "Parzelle", + "parameters": { + "label": "AA1704", + "parzellenAliasTags": ["AA1704"], + "kontextGemeinde": "Zürich", + "kontextInformationen": [ + {"kategorie": "Swiss Topo", "schluessel": "EGRID", "wert": "CH887199917793"}, + {"kategorie": "Kanton", "schluessel": "Abkürzung", "wert": "ZH"}, + {"kategorie": "Gemeinde", "schluessel": "BFS-Nummer", "wert": "261"}, + {"kategorie": "Parzelle", "schluessel": "Fläche", "wert": "6514.99", "einheit": "m²"}, + {"kategorie": "Parzelle", "schluessel": "Zentrum_X", "wert": "2682951.44", "crs": "EPSG:2056"}, + {"kategorie": "Parzelle", "schluessel": "Zentrum_Y", "wert": "1247622.91", "crs": "EPSG:2056"} + ] + }, + "confidence": 0.9 + } + Note: Extract structured data from detailed input. Use kontextInformationen for metadata like EGRID, coordinates, area, etc. + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} + +IMPORTANT EXTRACTION RULES: +1. For CREATE operations, extract ALL mentioned data fields from the user input +2. Use kontextInformationen array for metadata that doesn't have dedicated fields (EGRID, BFS numbers, area, coordinates, etc.) +3. Match field names EXACTLY to the entity definition above +4. Convert data types correctly (strings for text, numbers for numeric values) +5. Extract coordinates, areas, and other numeric values from text +6. When multiple values are mentioned for the same concept (ID, Nummer, Name), use the most relevant one for 'label' and put alternatives in parzellenAliasTags diff --git a/logs/debug/prompts/20251201-162205-016-intentanalysis_response.txt b/logs/debug/prompts/20251201-162205-016-intentanalysis_response.txt new file mode 100644 index 00000000..b5c8b495 --- /dev/null +++ b/logs/debug/prompts/20251201-162205-016-intentanalysis_response.txt @@ -0,0 +1,63 @@ +```json +{ + "intent": "CREATE", + "entity": "Parzelle", + "parameters": { + "label": "AA4198", + "strasseNr": "Steinmühleplatz 3", + "plz": "8001", + "kontextGemeinde": "Zürich", + "kontextInformationen": [ + { + "kategorie": "Parzelle", + "schluessel": "ID", + "wert": "AA4198" + }, + { + "kategorie": "Parzelle", + "schluessel": "Nummer", + "wert": "AA4198" + }, + { + "kategorie": "Swiss Topo", + "schluessel": "EGRID", + "wert": "CH879177719964" + }, + { + "kategorie": "Parzelle", + "schluessel": "IdentND", + "wert": "ZH0200000261" + }, + { + "kategorie": "Kanton", + "schluessel": "Abkürzung", + "wert": "ZH" + }, + { + "kategorie": "Gemeinde", + "schluessel": "BFS-Nummer", + "wert": "261" + }, + { + "kategorie": "Parzelle", + "schluessel": "Fläche", + "wert": "1972.83", + "einheit": "m²" + }, + { + "kategorie": "Parzelle", + "schluessel": "Zentrum_X", + "wert": "2682910.35", + "crs": "EPSG:2056" + }, + { + "kategorie": "Parzelle", + "schluessel": "Zentrum_Y", + "wert": "1247566.80", + "crs": "EPSG:2056" + } + ] + }, + "confidence": 0.95 +} +``` \ No newline at end of file diff --git a/logs/debug/prompts/20251201-162358-017-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-162358-017-intentanalysis_prompt.txt new file mode 100644 index 00000000..edd50448 --- /dev/null +++ b/logs/debug/prompts/20251201-162358-017-intentanalysis_prompt.txt @@ -0,0 +1,131 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "erstelle einen neuen parzelleneintrag mit diesen informationen: ID:AA4198 +Nummer:AA4198 +Name:AA4198 +EGRID:CH879177719964 +IdentND:ZH0200000261 +Adresse:Steinmühleplatz 3, 8001 Zürich +Kanton:ZH +Gemeinde:Zürich +Gemeinde-Code:261 +Fläche:1972.83 m² +Zentrum (LV95):2682910.35, 1247566.80" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Erstelle eine Parzelle mit Label 123, PLZ 8000, Gemeinde Zürich, Bauzone W3" + Output: {"intent": "CREATE", "entity": "Parzelle", "parameters": {"label": "123", "plz": "8000", "kontextGemeinde": "Zürich", "bauzone": "W3"}, "confidence": 0.95} + +- Input: "Parzellen-Informationen: ID:AA1704, Nummer:AA1704, EGRID:CH887199917793, Kanton:ZH, Gemeinde:Zürich, Gemeinde-Code:261, Fläche:6514.99 m², Zentrum:2682951.44,1247622.91" + Output: { + "intent": "CREATE", + "entity": "Parzelle", + "parameters": { + "label": "AA1704", + "parzellenAliasTags": ["AA1704"], + "kontextGemeinde": "Zürich", + "kontextInformationen": [ + {"kategorie": "Swiss Topo", "schluessel": "EGRID", "wert": "CH887199917793"}, + {"kategorie": "Kanton", "schluessel": "Abkürzung", "wert": "ZH"}, + {"kategorie": "Gemeinde", "schluessel": "BFS-Nummer", "wert": "261"}, + {"kategorie": "Parzelle", "schluessel": "Fläche", "wert": "6514.99", "einheit": "m²"}, + {"kategorie": "Parzelle", "schluessel": "Zentrum_X", "wert": "2682951.44", "crs": "EPSG:2056"}, + {"kategorie": "Parzelle", "schluessel": "Zentrum_Y", "wert": "1247622.91", "crs": "EPSG:2056"} + ] + }, + "confidence": 0.9 + } + Note: Extract structured data from detailed input. Use kontextInformationen for metadata like EGRID, coordinates, area, etc. + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} + +IMPORTANT EXTRACTION RULES: +1. For CREATE operations, extract ALL mentioned data fields from the user input +2. Use kontextInformationen array for metadata that doesn't have dedicated fields (EGRID, BFS numbers, area, coordinates, etc.) +3. Match field names EXACTLY to the entity definition above +4. Convert data types correctly (strings for text, numbers for numeric values) +5. Extract coordinates, areas, and other numeric values from text +6. When multiple values are mentioned for the same concept (ID, Nummer, Name), use the most relevant one for 'label' and put alternatives in parzellenAliasTags diff --git a/logs/debug/prompts/20251201-162405-018-intentanalysis_response.txt b/logs/debug/prompts/20251201-162405-018-intentanalysis_response.txt new file mode 100644 index 00000000..b5c8b495 --- /dev/null +++ b/logs/debug/prompts/20251201-162405-018-intentanalysis_response.txt @@ -0,0 +1,63 @@ +```json +{ + "intent": "CREATE", + "entity": "Parzelle", + "parameters": { + "label": "AA4198", + "strasseNr": "Steinmühleplatz 3", + "plz": "8001", + "kontextGemeinde": "Zürich", + "kontextInformationen": [ + { + "kategorie": "Parzelle", + "schluessel": "ID", + "wert": "AA4198" + }, + { + "kategorie": "Parzelle", + "schluessel": "Nummer", + "wert": "AA4198" + }, + { + "kategorie": "Swiss Topo", + "schluessel": "EGRID", + "wert": "CH879177719964" + }, + { + "kategorie": "Parzelle", + "schluessel": "IdentND", + "wert": "ZH0200000261" + }, + { + "kategorie": "Kanton", + "schluessel": "Abkürzung", + "wert": "ZH" + }, + { + "kategorie": "Gemeinde", + "schluessel": "BFS-Nummer", + "wert": "261" + }, + { + "kategorie": "Parzelle", + "schluessel": "Fläche", + "wert": "1972.83", + "einheit": "m²" + }, + { + "kategorie": "Parzelle", + "schluessel": "Zentrum_X", + "wert": "2682910.35", + "crs": "EPSG:2056" + }, + { + "kategorie": "Parzelle", + "schluessel": "Zentrum_Y", + "wert": "1247566.80", + "crs": "EPSG:2056" + } + ] + }, + "confidence": 0.95 +} +``` \ No newline at end of file diff --git a/logs/debug/prompts/20251201-162418-019-intentanalysis_prompt.txt b/logs/debug/prompts/20251201-162418-019-intentanalysis_prompt.txt new file mode 100644 index 00000000..0862c3d5 --- /dev/null +++ b/logs/debug/prompts/20251201-162418-019-intentanalysis_prompt.txt @@ -0,0 +1,137 @@ + +Analyze the following user command and extract the intent, entity, and parameters. + +User Command: "erstelle einen neuen parzelleneintrag mit diesen informationen: ID:AA4198 +Nummer:AA4198 +Name:AA4198 +EGRID:CH879177719964 +IdentND:ZH0200000261 +Adresse:Steinmühleplatz 3, 8001 Zürich +Kanton:ZH +Gemeinde:Zürich +Gemeinde-Code:261 +Fläche:1972.83 m² +Zentrum (LV95):2682910.35, 1247566.80" + +Available intents: +- CREATE: User wants to create a new entity +- READ: User wants to read/query entities +- UPDATE: User wants to update an existing entity +- DELETE: User wants to delete an entity +- QUERY: User wants to execute a database query (SQL statements) + +Available entities and their fields: + +**Projekt** (Real estate project): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (project designation/name) +- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv) +- perimeter: GeoPolylinie (geographic boundary, JSONB) +- baulinie: GeoPolylinie (building line, JSONB) +- parzellen: List[Parzelle] (plots belonging to project, JSONB) +- dokumente: List[Dokument] (documents, JSONB) +- kontextInformationen: List[Kontext] (context info, JSONB) + +**Parzelle** (Plot/parcel): +- id: string (primary key) +- mandateId: string (mandate ID) +- label: string (plot designation) +- strasseNr: string (street and house number) +- plz: string (postal code) +- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table) +- bauzone: string (building zone, e.g. W3, WG2) +- az: float (Ausnützungsziffer) +- bz: float (Bebauungsziffer) +- vollgeschossZahl: int (number of allowed full floors) +- gebaeudehoeheMax: float (maximum building height in meters) +- laermschutzzone: string (noise protection zone) +- hochwasserschutzzone: string (flood protection zone) +- grundwasserschutzzone: string (groundwater protection zone) +- parzelleBebaut: JaNein enum (is plot built) +- parzelleErschlossen: JaNein enum (is plot developed) +- parzelleHanglage: JaNein enum (is plot on slope) +- kontextInformationen: List[Kontext] (metadata - each item has 'thema' and 'inhalt' fields only) + +**Kontext** (Context information for metadata): +- thema: string (topic/subject, e.g. "EGRID", "Fläche", "Zentrum") +- inhalt: string (content as text, e.g. "CH887199917793", "6514.99 m²", "X: 123, Y: 456") + +**Important relationships:** +- Projekte contain Parzellen (projects have plots) +- Parzelle links to Gemeinde (via kontextGemeinde) +- Gemeinde links to Kanton (via id_kanton) +- Kanton links to Land (via id_land) +- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID) +- Projekt does NOT have location fields directly - location is stored in associated Parzellen + +Return a JSON object with the following structure: +{ + "intent": "CREATE|READ|UPDATE|DELETE|QUERY", + "entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null", + "parameters": { + // Extracted parameters from user input + // For CREATE/UPDATE: include all relevant fields using EXACT field names from above + // For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.) + // For DELETE: include entity ID if mentioned + // For QUERY: include queryText if SQL is detected + // IMPORTANT: Use only field names that exist in the entity definition above + }, + "confidence": 0.0-1.0 // Confidence score for the analysis +} + +Examples: +- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'" + Output: {"intent": "CREATE", "entity": "Projekt", "parameters": {"label": "Hauptstrasse 42"}, "confidence": 0.95} + +- Input: "Erstelle eine Parzelle mit Label 123, PLZ 8000, Gemeinde Zürich, Bauzone W3" + Output: {"intent": "CREATE", "entity": "Parzelle", "parameters": {"label": "123", "plz": "8000", "kontextGemeinde": "Zürich", "bauzone": "W3"}, "confidence": 0.95} + +- Input: "Parzellen-Informationen: ID:AA1704, Nummer:AA1704, EGRID:CH887199917793, Kanton:ZH, Gemeinde:Zürich, Gemeinde-Code:261, Fläche:6514.99 m², Zentrum:2682951.44,1247622.91" + Output: { + "intent": "CREATE", + "entity": "Parzelle", + "parameters": { + "label": "AA1704", + "parzellenAliasTags": ["AA1704"], + "kontextGemeinde": "Zürich", + "kontextInformationen": [ + {"thema": "EGRID", "inhalt": "CH887199917793"}, + {"thema": "Kanton", "inhalt": "ZH"}, + {"thema": "BFS-Nummer", "inhalt": "261"}, + {"thema": "Fläche", "inhalt": "6514.99 m²"}, + {"thema": "Zentrum (LV95)", "inhalt": "X: 2682951.44 m, Y: 1247622.91 m (EPSG:2056)"} + ] + }, + "confidence": 0.9 + } + Note: Extract structured data from detailed input. Use kontextInformationen for metadata. Each item has 'thema' (topic) and 'inhalt' (content as text). + +- Input: "Zeige mir alle Projekte" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {}, "confidence": 0.9} + +- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich" + Output: {"intent": "READ", "entity": "Projekt", "parameters": {"location_filter": "Zürich"}, "confidence": 0.9} + Note: For project location queries, use Projekt entity with location_filter parameter + +- Input: "Zeige mir Parzellen mit PLZ 8000" + Output: {"intent": "READ", "entity": "Parzelle", "parameters": {"plz": "8000"}, "confidence": 0.95} + +- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'" + Output: {"intent": "UPDATE", "entity": "Projekt", "parameters": {"id": "XYZ", "statusProzess": "Planung"}, "confidence": 0.85} + +- Input: "SELECT * FROM Projekt WHERE label = 'Test'" + Output: {"intent": "QUERY", "entity": null, "parameters": {"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}, "confidence": 1.0} + +- Input: "Lösche Parzelle ABC" + Output: {"intent": "DELETE", "entity": "Parzelle", "parameters": {"id": "ABC"}, "confidence": 0.9} + +IMPORTANT EXTRACTION RULES: +1. For CREATE operations, extract ALL mentioned data fields from the user input +2. Use kontextInformationen array for metadata that doesn't have dedicated fields (EGRID, BFS numbers, area, coordinates, etc.) +3. Each kontextInformationen item MUST have exactly two fields: 'thema' (topic/subject) and 'inhalt' (content as text string) +4. Format kontextInformationen values as readable text strings, including units (e.g., "6514.99 m²", "X: 123, Y: 456") +5. Match field names EXACTLY to the entity definition above +6. Convert data types correctly (strings for text, numbers for numeric values) +7. Extract coordinates, areas, and other numeric values from text +8. When multiple values are mentioned for the same concept (ID, Nummer, Name), use the most relevant one for 'label' and put alternatives in parzellenAliasTags diff --git a/logs/debug/prompts/20251201-162424-020-intentanalysis_response.txt b/logs/debug/prompts/20251201-162424-020-intentanalysis_response.txt new file mode 100644 index 00000000..dbe4c09c --- /dev/null +++ b/logs/debug/prompts/20251201-162424-020-intentanalysis_response.txt @@ -0,0 +1,47 @@ +```json +{ + "intent": "CREATE", + "entity": "Parzelle", + "parameters": { + "label": "AA4198", + "strasseNr": "Steinmühleplatz 3", + "plz": "8001", + "kontextGemeinde": "Zürich", + "kontextInformationen": [ + { + "thema": "ID", + "inhalt": "AA4198" + }, + { + "thema": "Nummer", + "inhalt": "AA4198" + }, + { + "thema": "EGRID", + "inhalt": "CH879177719964" + }, + { + "thema": "IdentND", + "inhalt": "ZH0200000261" + }, + { + "thema": "Kanton", + "inhalt": "ZH" + }, + { + "thema": "BFS-Nummer", + "inhalt": "261" + }, + { + "thema": "Fläche", + "inhalt": "1972.83 m²" + }, + { + "thema": "Zentrum (LV95)", + "inhalt": "X: 2682910.35 m, Y: 1247566.80 m (EPSG:2056)" + } + ] + }, + "confidence": 0.95 +} +``` \ No newline at end of file