fraud prevention

requirements.txt

@@ -1,49 +1,232 @@
-markdownify
-requests
-duckduckgo_search
-pandas
-#sentence_transformers
-langchain==0.3.26
-langgraph==0.5.0
-litellm==1.63
-openai    #==1.61.0  #instructor bugs
-dspy==2.6.27
-llama-index==0.12.38
-faiss-cpu
-tavily-python
-langchain-tavily
+agno==1.7.0
+aiofiles==23.2.1
+aiohappyeyeballs==2.6.1
+aiohttp==3.12.13
+aiosignal==1.3.2
+aiosqlite==0.21.0
+alembic==1.16.2
+annotated-types==0.7.0
 anthropic==0.55.0
-
-#GRAPHRAG
-#llama-index-llms-litellm
-
-#llama-index-llms-huggingface-api
-#huggingface_hub[inference]
-
-networkx
-matplotlib
+anyio==4.9.0
+async-timeout==4.0.3
+asyncer==0.0.8
+attrs==25.3.0
+Authlib==1.6.0
+babel==2.17.0
+backoff==2.2.1
+backrefs==5.9
+banks==2.1.3
+beautifulsoup4==4.13.4
+blis==1.3.0
+cachetools==6.1.0
+catalogue==2.0.10
+certifi==2025.6.15
+cffi==1.17.1
+cfgv==3.4.0
+charset-normalizer==3.4.2
+click==8.2.1
+cloudpathlib==0.21.1
+cloudpickle==3.1.1
+colorama==0.4.6
+colorlog==6.9.0
+confection==0.1.5
+contourpy==1.3.2
+cryptography==44.0.3
+cycler==0.12.1
+cymem==2.0.11
+dataclasses-json==0.6.7
+datasets==3.6.0
+Deprecated==1.2.18
+dill==0.3.8
+dirtyjson==1.0.8
+diskcache==5.6.3
+distlib==0.3.9
+distro==1.9.0
+docstring_parser==0.16
+dspy==2.6.27
+duckduckgo_search==8.0.5
+en_core_web_lg @ https://github.com/explosion/spacy-models/releases/download/en_core_web_lg-3.8.0/en_core_web_lg-3.8.0-py3-none-any.whl#sha256=293e9547a655b25499198ab15a525b05b9407a75f10255e405e8c3854329ab63
+exceptiongroup==1.3.0
+faiss-cpu==1.11.0
+fastapi==0.115.14
+ffmpy==0.6.0
+filelock==3.18.0
+filetype==1.2.0
+fonttools==4.58.5
+frozenlist==1.7.0
+fsspec==2025.3.0
+ghp-import==2.1.0
+gitdb==4.0.12
+GitPython==3.1.44
+gradio==5.23.3
+gradio_client==1.8.0
+graphviz==0.21
+greenlet==3.2.3
+griffe==1.7.3
+groovy==0.1.2
+groq==0.26.0
+h11==0.16.0
+hf-xet==1.1.5
+hf_transfer==0.1.9
+httpcore==1.0.9
+httpx==0.28.1
+httpx-sse==0.4.1
+huggingface-hub==0.33.2
+identify==2.6.12
+idna==3.10
+importlib_metadata==8.7.0
+instructor==1.9.0
+itsdangerous==2.2.0
+Jinja2==3.1.6
+jiter==0.10.0
+joblib==1.5.1
+json_repair==0.47.6
+jsonpatch==1.33
+jsonpointer==3.0.0
+jsonschema==4.24.0
+jsonschema-specifications==2025.4.1
+kiwisolver==1.4.8
+langchain==0.3.26
+langchain-community==0.3.26
+langchain-core==0.3.67
 langchain-experimental==0.3.4
 langchain-groq==0.3.3
-langchain-community==0.3.26
-pandas
-#gradio-client
-pillow
+langchain-tavily==0.2.6
+langchain-text-splitters==0.3.8
+langcodes==3.5.0
+langgraph==0.5.0
+langgraph-checkpoint==2.1.0
+langgraph-prebuilt==0.5.2
+langgraph-sdk==0.1.72
+langsmith==0.4.4
+language_data==1.3.0
+litellm==1.63.0
+llama-cloud==0.1.26
+llama-cloud-services==0.6.34
+llama-index==0.12.38
+llama-index-agent-openai==0.4.8
+llama-index-cli==0.4.1
+llama-index-core==0.12.46
+llama-index-embeddings-openai==0.3.1
+llama-index-indices-managed-llama-cloud==0.7.7
+llama-index-instrumentation==0.2.0
+llama-index-llms-openai==0.3.44
+llama-index-multi-modal-llms-openai==0.4.3
+llama-index-program-openai==0.3.1
+llama-index-question-gen-openai==0.3.0
+llama-index-readers-file==0.4.9
+llama-index-readers-llama-parse==0.4.0
+llama-index-workflows==1.0.1
+llama-parse==0.6.34
+lxml==6.0.0
+magicattr==0.1.6
+Mako==1.3.10
+marisa-trie==1.2.1
+Markdown==3.8.2
+markdown-it-py==3.0.0
+markdownify==1.1.0
+MarkupSafe==3.0.2
+marshmallow==3.26.1
+matplotlib==3.10.3
+mdurl==0.1.2
+mergedeep==1.3.4
+mkdocs==1.6.1
+mkdocs-get-deps==0.2.0
+mkdocs-material==9.6.15
+mkdocs-material-extensions==1.3.1
+multidict==6.6.3
+multiprocess==0.70.16
+murmurhash==1.0.13
+mypy_extensions==1.1.0
+nest-asyncio==1.6.0
+networkx==3.4.2
+nltk==3.9.1
+nodeenv==1.9.1
 numpy==2.2.6
-
-#KNOWLEDGE GRAPH
-graphviz
-pydantic==2.11.7
-instructor[groq]    #==1.7.9
-
-#LLM evals
-#inspect_ai
-
-#PII
+ollama==0.5.1
+openai==1.93.0
+optuna==4.4.0
+orjson==3.10.18
+ormsgpack==1.10.0
+packaging==24.2
+paginate==0.5.7
+pandas==2.2.3
+pathspec==0.12.1
+phonenumbers==8.13.55
+pillow==11.3.0
+platformdirs==4.3.8
+pre_commit==4.2.0
+preshed==3.0.10
 presidio_analyzer==2.2.358
 presidio_anonymizer==2.2.358
+primp==0.15.0
+propcache==0.3.2
+protobuf==3.20.3
+psutil==5.9.8
+pyarrow==20.0.0
+pycparser==2.22
+pydantic==2.11.7
+pydantic-settings==2.10.1
+pydantic_core==2.33.2
+pydub==0.25.1
+Pygments==2.19.2
+pymdown-extensions==10.16
+pyparsing==3.2.3
+pypdf==5.7.0
+python-dateutil==2.9.0.post0
+python-dotenv==1.1.1
+python-multipart==0.0.20
+pytz==2025.2
+PyYAML==6.0.2
+pyyaml_env_tag==1.1
+referencing==0.36.2
+regex==2024.11.6
+requests==2.32.4
+requests-file==2.1.0
+requests-toolbelt==1.0.0
+rich==14.0.0
+rpds-py==0.26.0
+ruff==0.12.1
+safehttpx==0.1.6
+semantic-version==2.10.0
+shellingham==1.5.4
+six==1.17.0
+smart_open==7.3.0.post1
+smmap==5.0.2
+sniffio==1.3.1
+soupsieve==2.7
+spaces==0.37.1
 spacy==3.8.7
-https://github.com/explosion/spacy-models/releases/download/en_core_web_lg-3.8.0/en_core_web_lg-3.8.0-py3-none-any.whl
-
-#MULTI
-agno  #==1.3
-ollama
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+SQLAlchemy==2.0.41
+srsly==2.5.1
+starlette==0.46.2
+striprtf==0.0.26
+tavily-python==0.7.9
+tenacity==9.1.2
+thinc==8.3.6
+tiktoken==0.9.0
+tldextract==5.3.0
+tokenizers==0.21.2
+tomli==2.2.1
+tomlkit==0.13.3
+tqdm==4.67.1
+typer==0.16.0
+typing-inspect==0.9.0
+typing-inspection==0.4.1
+typing_extensions==4.14.0
+tzdata==2025.2
+ujson==5.10.0
+urllib3==2.5.0
+uvicorn==0.35.0
+virtualenv==20.31.2
+wasabi==1.1.3
+watchdog==6.0.0
+weasel==0.4.1
+websockets==15.0.1
+wrapt==1.17.2
+xxhash==3.5.0
+yarl==1.20.1
+zipp==3.23.0
+zstandard==0.23.0