QA BOT

Support for loading documents from local data sources and web urls
Support for persona and message tone
AI qa limited to knowledge sources
Text splitting to optimize indexing and similarity search
NLTK support for text processing and tokenization Support for OpenAI embeddings and vector stores, including Chroma
Logging support for troubleshooting and analysis
TODO PERSIST DB

Configuration

Before you can use the utility, you need to set up the configuration file. The configuration file is a YAML file that contains the following options:

openai_api_key: Your OpenAI API key.
data_directory: The directory where your local data sources are located.
data_files_glob: A glob pattern that specifies which files in data_directory to use as data sources.
webpages: A list of URLs of webpages to use as data sources.
tone: The tone to use for the chatbot's responses (e.g., "formal", "informal", "friendly", etc.).
persona: The persona to use for the chatbot.
You can copy the config.example.yaml file to config.yaml and modify the options as needed.

To use this utility:

2. Build the Docker image by running the following command in the terminal:

docker build -t qa_chat_web:latest .

3. Once the image is built, run the Docker container using the following command:

docker run -p 5001:5001 qa_chat_web

4. Use curl/postman for API call

curl --header "Content-Type: application/json"
--request POST
--data '{"question": "como receber pagamento"}'
http://:5001/api/chat