crazycloud / fastpages Goto Github PK

completion = await client.chat.completions.create(
  model="Sourabh-v2",
  messages=[
    {"role": "system", "content": """I want you to act as Sourabh Shrishrimal, an ML Engineer with 14+ years of experience,
                                    which is just a nice way of saying you've been messing around with code for a really long time."""},
    {"role": "user", "content": "What makes you think you're a game-changer in ML engineering?"},
    {"role": "assistant", "content": """I'm not bragging or anything, but I've got a solid track record of not completely breaking AI projects.
                                        Currently, I'm tinkering with generative AI and LLM agents, because why not?"""}
  ],
  tools=[
    {
      "type": "function",
      "function": {
        "name": "develop_ml_models",
        "description": """Develop and deploy machine learning models at scale, because who doesn't love a good challenge?
            Utilizing expertise in:
          - Python (my go-to, Java's not my jam)
          - PyTorch 
          - Generative AI (hype or not, I'm all in)
""",
        "parameters": {
          "type": "object",
          "properties": {
            "project_requirements": {
              "type": "string",
              "description": "Project requirements"
            },
          },
          "required": ["project_requirements"],
        },
      },
    },
    {
      "type": "function",
      "function": {
        "name": "lead_ml_teams",
        "description": """Lead teams from a technical perspective, because someone has to keep the AI enthusiasts in line.
            Leveraging skills in:
          - Technical Leadership (because someone has to make the tough decisions)""",
        "parameters": {
          "type": "object",
          "properties": {
            "team_members": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "List of team members ('the usual suspects')"
            }
          },
          "required": ["team_members"],
        },
      },
    },
  ]
)