Integration with Composio and Langchain tools

4. Integrations with Composio and Langchain

GenSphere supports integration with external tools and platforms to enhance your workflows.

4.1 Composio Tools

Composio provides a set of tools that can be used within your GenSphere workflows.

Using Composio Tools

• Refer to Composio tools in the tools field with the syntax COMPOSIO.tool_name.
• Ensure you have set your COMPOSIO_API_KEY in your environment variables.

Example YAML Node:

- name: web_scraping
  type: llm_service
  service: openai
  model: "gpt-4"
  tools:
    - COMPOSIO.FIRECRAWL_SCRAPE
  params:
    prompt: |
      Scrape the content from the following URL:
      {{ url_to_scrape }}
  outputs:
    - scraped_content

4.2 LangChain Tools

LangChain offers a suite of tools for building applications with language models.

Using LangChain Tools

• Refer to LangChain tools in the tools field with the syntax LANGCHAIN.tool_name.
• Ensure the required LangChain packages are installed.

Example YAML Node:

- name: data_analysis
  type: llm_service
  service: openai
  model: "gpt-4"
  tools:
    - LANGCHAIN.PandasDataFrameAnalyzer
  params:
    prompt: |
      Analyze the following data:
      {{ data_frame }}
  outputs:
    - analysis_result

4.3 Custom Tools

You can also use custom functions as tools in llm_service nodes.

Example:

- name: custom_tool_usage
  type: llm_service
  service: openai
  model: "gpt-4"
  tools:
    - my_custom_function
  params:
    prompt: |
      Use the custom function to process the data.
  outputs:
    - custom_tool_output

Ensure my_custom_function is defined in your functions file.

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