Mitigating unreliable docstring though Graphs?

[utkarshp1161]

Problem Description

As detailed in Challenges of Large Language Models #48, there is challenge in reproducing results with complex workflows.

Explore

Representing tools (functions) as nodes in a graph, with edges indicating the next logical steps in the workflow for the LLM.

Example:
Query: Calculate the bulk modulus of Aluminum (Al).
Probable Response: The LLM identifies four potential workflows to compute the bulk modulus. By selecting the shortest workflow, it calculates and provides the bulk modulus of Aluminum.

References

• Language Agents as Optimizable Graphs
• Langchain - Language Graph Documentation

[Bernadette-Mohr]

Code to the first paper:
https://github.com/metauto-ai/GPTSwarm