First LLM prompt for cypher, query and schema in APOC #3649
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conker84
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Jul 10, 2023
| if (userQuestion != null && !userQuestion.isBlank()) prompt.add(Map.of("role", "user", "content", userQuestion)); | ||
| if (assistantPrompt != null && !assistantPrompt.isBlank()) prompt.add(Map.of("role", "assistant", "content", assistantPrompt)); | ||
| String result = OpenAI.executeRequest(apiKey, Map.of(), "chat/completions", | ||
| "gpt-3.5-turbo", "messages", prompt, "$", apocConfig) |
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the model is hardcoded, and as GPT-4 is now in GA maybe we can think about having it as a configuration parameter, as we did in OpenAI class
| Result result = tx.execute(query); | ||
| AtomicReference<String> ref = new AtomicReference<>(query); | ||
| return result.stream() | ||
| .map(row -> new PromptMapResult(row, ref.getAndSet(null))) |
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maybe instead of doing this we can use the ProcedureCallContext and return the query every time but only if requested from the developer
conker84
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Jul 24, 2023
vga91
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Jul 24, 2023
* First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com>
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Jul 25, 2023
* First LLM prompt for cypher, query and schema in APOC (#3649) * First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com> * Removed unused imports and fixed StartupExtendedTest --------- Co-authored-by: Michael Hunger <github@jexp.de> Co-authored-by: Andrea Santurbano <santand@gmail.com>
vga91
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Jul 27, 2023
* First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com>
vga91
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Jul 27, 2023
* First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com>
vga91
pushed a commit
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Jul 27, 2023
* First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com>
vga91
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Jul 27, 2023
* First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com>
vga91
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Jul 27, 2023
* First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com>
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* [NOID] Add OpenAI (LLM) procedures (#3575) (#3582) * Add OpenAI (LLM) procedures (#3575) * WIP * Add completion API * add chatCompletion * prettificiation * WIP * prettify * Refactoring, todo docs & tests * Added Tests & Docs for OpenAI procs (WIP) * Update openai.adoc From @tomasonjo --------- Co-authored-by: Tomaz Bratanic <bratanic.tomaz@gmail.com> * Removed unused deps after OpenAI procedures addition (#3585) * Updated extended.txt to fix checkCoreWithExtraDependenciesJars failure after Open AI procedures --------- Co-authored-by: Michael Hunger <github@jexp.de> Co-authored-by: Tomaz Bratanic <bratanic.tomaz@gmail.com> * [NOID] First LLM prompt for cypher, query and schema in APOC (#3649) * First LLM prompt for cypher, query and schema in APOC * Added integration tests * enable open.ai key management globally * Added tests * added docs * added configuration map to procs --------- Co-authored-by: Andrea Santurbano <santand@gmail.com> --------- Co-authored-by: Michael Hunger <github@jexp.de> Co-authored-by: Tomaz Bratanic <bratanic.tomaz@gmail.com> Co-authored-by: Andrea Santurbano <santand@gmail.com>
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For review
Uses OpenAI with a potentially configured API (
apoc.openai.key) inapoc.conf(e.g. for Sandbox)Extracts the database schema using
apoc.meta.dataapoc.ml.schemafor describing the schema of the databaseapoc.ml.cypherfor generating N cypher queries for the user questionapoc.ml.queryfor generating and executing cypher queries (with generation-retries (3 by default) if the query failed)