Develop (#19)

* chore: Added project urls and fixed python vulnerability scan paths

* chore: Added some fixes and documentation to py_function_parser.  (#2)

* chore: Added some fixes and documentation to py_function_parser. Added py parser tests.

* fix: Fixing vuln scan action

* feat: Added LLM tools, Added class inheritance for classes that need LLM handling.

* feat: Added support for enums.

Updated tests.
Added links to inspiration projects

* feat: First 'naive' iteration of openai function calling with openAPI specs

* chore: version bump

* feat: OpenAPI Parsing and calling is now implemented and working.

* feat: Jinja2 template rendering with prompt and OpenAI Functions

* feat: Added custom filter support.

* feat: Refactored OpenAPI calling.

Added an abstraction for OpenAI functions OpenAIFunctionWrapper. It is still in early dev.

* feat: Added json serialization of wrappers.

* feat: Fixing python vulnerability scan workflow.

* chore: Version bump for json serialization feature of OpenAPI wrapper

* feat: OpenAPI spec chatbot (#8)

Refs: #7

* feat: Added OpenAPI QA bot support and example gradio chatbot

Refs: #7

* feat: Added locally run (facebook/bart-large-mnli) text classifier for identifying operations from user prompts - this is helpful for reducing LLM costs.

* feat: Added return description to OpenAI function object's description.

Refs: #11

* feat: Added threshold to the FunctionIndexer find_functions with a default 1.0 (match everything)

Refs: #13

* feat: Documentation

Added docs workflow for building the docs

Refs: #14

* chore: Enable Material theme for docs

Refs: #14

* chore: Added an article on Python function calling

Refs: #14

* fix: Fixed wrong indentation in python-function-calling.md article.

Refs: #14

* fix: Gotta learn material for mkdocs :D

Refs: #14

* feat: Added function wrapper documentation and example jupyter notebook.

Refs: #14

* fix: Added small improvement of information returned about failures to call LLM from response.

* chore: Version bump

* fix: Remove telemetry in ChromaDB and fixed an issue where OpenaAI key was not taken from env variable or constructor args.

* fix: Bumping chromadb version to 0.4.2

* chore: Version bump to resolve dependency issues

* fix: Fixed a migration problem to new chromadb

---------

Signed-off-by: Trayan Azarov <[email protected]>

Author: tazarov

func_ai/function_indexer.py

@@ -27,10 +27,9 @@ def __init__(self, db_path: str, collection_name: str = "function_index", **kwar
         :param collection_name: The name of the collection
         :param kwargs: Additional arguments
         """
-        self._client = chromadb.Client(Settings(
+        self._client = chromadb.PersistentClient(path=db_path, settings=Settings(
             anonymized_telemetry=False,
-            chroma_db_impl="duckdb+parquet",
-            persist_directory=db_path  # Optional, defaults to .chromadb/ in the current directory
+            allow_reset=True,
         ))
         openai.api_key = kwargs.get("openai_api_key", os.getenv("OPENAI_API_KEY"))
         self.collection_name = collection_name

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "func-ai"
-version = "0.0.11"
+version = "0.0.12"
 description = "AI Functional Catalog - OpenAI functions on steriods"
 authors = ["Trayan Azarov <[email protected]>"]
 readme = "README.md"