Open bardThis opened 2 hours ago
Maybe better worded: requesting please a way to see model interaction history to verify if Theia 1.54.0 is sending a tool call to ollama in the format described in the link from the ollama repo below (and to check the response). The AI Agent history is great but looks nothing like an ollama toolcall for my attempted tools requests.
problem description: model interaction with ollama tools model looks like the screenshot, but it actually should look more like the text below this screenshot
Below text from https://github.com/ollama/ollama/blob/main/docs/api.md#chat-request-with-tools would be more debuggable.
Request
curl http://localhost:11434/api/chat -d '{
"model": "llama3.2",
"messages": [
{
"role": "user",
"content": "What is the weather today in Paris?"
}
],
"stream": false,
"tools": [
{
"type": "function",
"function": {
"name": "get_current_weather",
"description": "Get the current weather for a location",
"parameters": {
"type": "object",
"properties": {
"location": {
"type": "string",
"description": "The location to get the weather for, e.g. San Francisco, CA"
},
"format": {
"type": "string",
"description": "The format to return the weather in, e.g. 'celsius' or 'fahrenheit'",
"enum": ["celsius", "fahrenheit"]
}
},
"required": ["location", "format"]
}
}
}
]
}'
Response
{
"model": "llama3.2",
"created_at": "2024-07-22T20:33:28.123648Z",
"message": {
"role": "assistant",
"content": "",
"tool_calls": [
{
"function": {
"name": "get_current_weather",
"arguments": {
"format": "celsius",
"location": "Paris, FR"
}
}
}
]
},
"done_reason": "stop",
"done": true,
"total_duration": 885095291,
"load_duration": 3753500,
"prompt_eval_count": 122,
"prompt_eval_duration": 328493000,
"eval_count": 33,
"eval_duration": 552222000
}
Feature request: documentation on what tool call trigger is answered by Theia effectively. Then user can try to figure out how to coerce the model to output Theia-compatible tool call. I've tried two ollama models that seem to be trying to calling tools (and listed as tools models on the ollama registry). However the style of text they are returning is not recognized by Theia as a tool call.
Theia AI Configuration [Experimental] Agents -> Workspace Chat
ollama model 1: Identifier: ollama/mistral-nemo:12b-instruct-2407-q2_K Name: mistral-nemo:12b-instruct-2407-q2_K Vendor: Ollama
Response: [TOOL_CALLS][{"name": "getWorkspaceFileList", "arguments": {}}]
feature request: problem description "[TOOL_CALLS]" is not recognized by Theia as a tool call, need documentation on what the workaround is here.
User tries switching to ollama model 2: Identifier: ollama/nemotron-mini:4b-instruct-q6_K Name: nemotron-mini:4b-instruct-q6_K Vendor: Ollama
Request
@Workspace try again, i know you can use tools; list the most important files in my workspace Response
Timestamp: 10/26/2024, 12:39:25 PM
feature request: problem description "toolcall" is not recognized by Theia as a tool call, need documentation on what the workaround is here.
Although there is a response that looks like a toolcal the only thing displayed is the attempted toolcall and no other information.
Not sure if this code is an anchorpoint for this feature but seems to be a good starting point for investigation: https://github.com/eclipse-theia/theia/blob/c1e4279cf85aff0b4fdfccbe605fc391aa599e0a/packages/ai-chat/src/common/chat-model.ts#L509
Eclipse Theia IDE Version 1.54.0 VS Code API Version: 1.93.1 thank you