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Author SHA1 Message Date
ton 48d89033cc update 2026-10-02 21:43:10 +07:00
ton befbf62e3b update 2026-10-02 20:10:04 +07:00
ton 4e476bd39d up version 2026-09-27 19:29:05 +07:00
ton 66ced320f0 revert to v0.9.0 2026-09-22 22:25:51 +07:00
ton 1817630795 Update Project.toml 2026-09-22 09:38:36 +00:00
ton dbac0db9b9 Merge pull request 'V0.9.1' (#53) from v0.9.1 into main
Reviewed-on: #53
2026-09-22 09:36:46 +00:00
ton ce46888663 Merge pull request 'update' (#52) from v0.9.1-filterout_toolcall_llm into v0.9.1
Reviewed-on: #52
2026-09-22 09:36:32 +00:00
ton 2a2d44ab0c update 2026-09-22 16:35:40 +07:00
ton 0620983b48 Merge pull request 'V0.9.0' (#51) from v0.9.0 into main
Reviewed-on: #51
2026-09-12 13:05:13 +00:00
ton af81503f8b Merge pull request 'V0.9.0 agent status' (#50) from v0.9.0-agent_status into v0.9.0
Reviewed-on: #50
2026-09-12 13:04:59 +00:00
ton 4624ad99ab update 2026-09-12 17:04:00 +07:00
ton 2fd363d9ef bump version 2026-09-12 16:12:56 +07:00
4 changed files with 67 additions and 103 deletions
+1 -1
View File
@@ -1,6 +1,6 @@
name = "YiemAgent"
uuid = "e012c34b-7f78-48e0-971c-7abb83b6f0a2"
version = "0.8.0"
version = "0.9.1"
authors = ["narawat lamaiin <narawat@outlook.com>"]
[deps]
+58 -88
View File
@@ -170,7 +170,7 @@ function yiemAgent(
tools = OrderedDict{String, agentTool}()
registerAllTools(tools, mcpServer; eventSink=eventSink, sessionId=sessionId)
eventSink("instantiate an agent")
# Create struct with a placeholder task, then spawn and replace it
agent = yiemAgent(
agentState(systemPrompt, model, tools, messages),
@@ -194,7 +194,7 @@ function yiemAgent(
# Spawn the background loop and attach it
agent._agentLoop = @spawn _agentLoop(agent)
eventSink("agent instantiated")
return agent
end
@@ -260,42 +260,36 @@ function _agentLoop(agent::yiemAgent)
agent.inputChannel -> nothing
agent.followUpChannel -> nothing
"""
agent.eventSink("_agentLoop starting")
while true
while newUserMsg === nothing
if isready(agent.inputChannel)
agent.eventSink("_agentLoop 1 agent._state.messages length $(length(agent._state.messages))"; publish=true)
# agent process new user msg immediately after the current tool call finished.
newUserMsg = take!(agent.inputChannel)
# agent.eventSink("new user msg\n$newUserMsg"; publish=true)
agent.eventSink("take new user message")
else
# check followUp message after _processMessage() is done
if typeof(processingTask) == Task && istaskdone(processingTask) == true
agent.eventSink("_agentLoop 2 agent._state.messages length $(length(agent._state.messages))"; publish=true)
agent.eventSink("_processMessage() done")
# if agent runs is done but followUpChannel has messages,
# put new message in inputChannel instead
if isready(agent.followUpChannel)
agent.eventSink("_agentLoop 3 agent._state.messages length $(length(agent._state.messages))"; publish=true)
while isready(agent.followUpChannel)
agent.eventSink("put followUp message to input channel")
followUpMsg = take!(agent.followUpChannel)
put!(agent.inputChannel, followUpMsg)
end
processingTask = nothing # reset
result = nothing # reset
else # _processMessage() done and no followUp message.
agent.eventSink("_agentLoop 4 agent._state.messages length $(length(agent._state.messages))"; publish=true)
agent.eventSink("no followUp message")
result = deepcopy(agent._state.messages[end])
agent.eventSink("_agentLoop 4-1 "; publish=true)
# filter out reasoningContent in-place
filter!(c -> !(c isa reasoningContent), result.content)
agent.eventSink("_agentLoop 5 "; publish=true)
# format output
respondToUI = _assistantMessageToOpenAI(result)
agent.eventSink("_agentLoop 6 "; publish=true)
put!(agent.outputChannel, respondToUI)
if !isempty(result.content) && result.content[1] isa textContent
agent.eventSink(result.content[1].text; publish=true)
end
agent.eventSink("put result to output channel")
processingTask = nothing # reset
result = nothing # reset
end
@@ -325,7 +319,7 @@ function _agentLoop(agent::yiemAgent)
else
# spawn new _processMessage() if it is not already running.
if processingTask === nothing
agent.eventSink("_agentLoop 5 agent._state.messages length $(length(agent._state.messages))"; publish=true)
agent.eventSink("spawn new _processMessage()")
# discard all messages in followUpChannel
while isready(agent.followUpChannel)
_ = take!(agent.followUpChannel)
@@ -347,8 +341,10 @@ function _agentLoop(agent::yiemAgent)
)
end
put!(processMessageInputCh, newUserMsg)
agent.eventSink("put new user msg to processMessageInputCh")
newUserMsg = nothing # reset
end
end
catch e
bt = catch_backtrace()
@@ -356,7 +352,7 @@ function _agentLoop(agent::yiemAgent)
showerror(io, e, bt)
println(io)
end
eventSink(errMsg; publish=true)
agent.eventSink(errMsg; publish=true)
# On any error, send error response and exit the loop
@error "Agent loop failed" error=e
@@ -404,10 +400,11 @@ function _processMessage(
afterToolCall::Union{Function, Nothing},
parallelToolExecute::Bool,
)::Nothing
eventSink("_processMessage 1 _state.messages length $(length(agentMsgHistory))"; publish=true)
# loop until llmCall() response didn't use tool calls
final_response = nothing
eventSink("▶ _processMessage: entered")
""" example message in inputChannel
Dict(
"role" => "user",
@@ -425,48 +422,39 @@ function _processMessage(
try
# Drain inputChannel and convert OpenAI-format messages to userMessage type
while isready(inputChannel)
eventSink("_processMessage 2 _state.messages length $(length(agentMsgHistory))"; publish=true)
newUserMsg_openai = take!(inputChannel)
eventSink("_processMessage 3 _state.messages length $(length(agentMsgHistory))"; publish=true)
if newUserMsg_openai === :shutdown
eventSink("_processMessage 4 _state.messages length $(length(agentMsgHistory))"; publish=true)
# Re-emit shutdown signal for the loop to handle
put!(inputChannel, :shutdown)
break
end
eventSink("_processMessage 5 _state.messages length $(length(agentMsgHistory))"; publish=true)
newUserMsg = OpenAiToUserMessage(newUserMsg_openai)
push!(agentMsgHistory, newUserMsg)
eventSink("_processMessage 6 _state.messages length $(length(agentMsgHistory))"; publish=true)
eventSink("▶ _processMessage: user msg pushed")
end
eventSink("_processMessage 7 _state.messages length $(length(agentMsgHistory))"; publish=true)
# call prepareContext()
state = agentState(systemPrompt, nothing, tools, agentMsgHistory)
eventSink("_processMessage 8 _state.messages length $(length(agentMsgHistory))"; publish=true)
preparedContext = prepareContext(state, eventSink)
eventSink("_processMessage 9 _state.messages length $(length(agentMsgHistory))"; publish=true)
# Call formatMessagesForLLM() to format for LLM
formattedMessages = formatMessagesForLLM(preparedContext, eventSink)
# eventSink("_processMessage 10 formattedMessages $formattedMessages"; publish=true)
eventSink("▶ _processMessage: context")
eventSink("Thinking...")
""" response example
response = JSON.Object{String, Any}("finish_reason" => "tool_calls", "index" => 0, "message" => JSON.Object{String, Any}("role" => "assistant", "content" => "", "reasoning_content" => "Here's a thinking process:\n\n1. **Identify User Request**: The user is asking for the weather in Bangkok.\n2. **Locate Relevant Tool**: I have a `getWeather` function available.\n3. **Check Function Parameters**:\n - `city` (required): City and country, e.g., 'San Francisco, CA' or 'Tokyo, Japan'\n - `units` (optional, default \"celsius\"): Temperature scale (\"celsius\" or \"fahrenheit\")\n4. **Prepare Parameters**:\n - `city`: \"Bangkok, Thailand\" (adding country for clarity, though just \"Bangkok\" might work, following the example format is safer)\n - `units`: Not specified, so I'll use the default (\"celsius\")\n5. **Execute Tool Call**: Call `getWeather` with `city: \"Bangkok, Thailand\"`\n6. **Anticipate Response**: The function will return current weather and forecast data for Bangkok. I'll then format it nicely for the user.\n - *Self-Correction/Verification during thought*: The prompt says \"city: City and country, e.g., 'San Francisco, CA' or 'Tokyo, Japan'\". I'll use \"Bangkok, Thailand\". The `units` parameter is optional, so I'll omit it to use the default.\n - Proceed with tool call.✅\n", "tool_calls" => Any[JSON.Object{String, Any}("type" => "function", "function" => JSON.Object{String, Any}("name" => "getWeather", "arguments" => "{\"city\":\"Bangkok, Thailand\"}"), "id" => "6fOilR5QPcdppbAAHluhkRyUDu3oWMAL")]))
"""
response = llmCall(formattedMessages, eventSink=eventSink)
# eventSink("LLM response " * string(response); publish=true)
eventSink("_processMessage 11 _state.messages length $(length(agentMsgHistory))"; publish=true)
# Extract tool calls from LLM response content blocks
hasToolCalls, toolCallList, assistant_msg = _extractToolCalls(response)
eventSink("hasToolCalls: $hasToolCalls\ntoolCallList: $toolCallList _state.messages length $(length(agentMsgHistory))"; publish=true)
eventSink("assistant_msg " * string(assistant_msg); publish=true)
eventSink("_processMessage 11-1"; publish=true)
hasToolCalls, toolCallList, assistant_msg = _extractToolCalls(response, eventSink)
# Add assistant message (tool calls or text) to history for next LLM turn
push!(agentMsgHistory, assistant_msg)
eventSink("▶ _processMessage: LLM response")
if hasToolCalls && length(toolCallList) > 0
eventSink("▶ _processMessage: tool calls")
# Build context and config for executeToolCalls
config = agentLoopConfig(
@@ -476,21 +464,16 @@ function _processMessage(
)
signal = abortSignal(false)
eventSink("_processMessage 12 _state.messages length $(length(agentMsgHistory))"; publish=true)
# call executeToolCalls()
toolResultBatch = executeToolCalls(preparedContext, assistant_msg, toolCallList, config,
signal, eventSink)
eventSink("_processMessage 13 _state.messages length $(length(agentMsgHistory))"; publish=true)
eventSink("▶ _processMessage: tool batch")
# save toolResults to messages
for toolResult in toolResultBatch.messages
# eventSink("toolResult " * string(toolResult); publish=true)
push!(agentMsgHistory, toolResult)
end
eventSink("_processMessage 14 _state.messages length $(length(agentMsgHistory))"; publish=true)
if toolResultBatch.terminate
eventSink("_processMessage 15 _state.messages length $(length(agentMsgHistory))"; publish=true)
eventSink("▶ _processMessage: TERMINATE branch")
# If toolResultBatch requested termination, build a final response
final_content = [textContent("Tool execution completed.")]
for toolResult in toolResultBatch.messages
@@ -504,7 +487,6 @@ function _processMessage(
end
end
end
eventSink("_processMessage 16 _state.messages length $(length(agentMsgHistory))"; publish=true)
final_response = assistantMessage(
role="assistant",
content=final_content,
@@ -523,7 +505,7 @@ function _processMessage(
break
end
else
eventSink("_processMessage 17 _state.messages length $(length(agentMsgHistory))"; publish=true)
eventSink("▶ _processMessage: FINAL response")
# LLM did not use tool calls —
break
end
@@ -535,11 +517,11 @@ function _processMessage(
end
eventSink(err_msg; publish=true)
eventSink("▶ _processMessage: CAUGHT ERROR")
end
end
eventSink("_processMessage 18 _state.messages length $(length(agentMsgHistory))"; publish=true)
eventSink("▶ _processMessage: exited")
return nothing
end
@@ -649,9 +631,12 @@ The message is constructed from:
1) llm_useTool = JSON.Object{String, Any}("finish_reason" => "tool_calls", "index" => 0, "message" => JSON.Object{String, Any}("role" => "assistant", "content" => "", "reasoning_content" => "Here's a thinking process:\n\n1. **Identify User Request**: The user is asking for the weather in Bangkok.\n2. **Locate Relevant Tool**: I have a `getWeather` function available.\n3. **Check Function Parameters**:\n - `city` (required): City and country, e.g., 'San Francisco, CA' or 'Tokyo, Japan'\n - `units` (optional, default \"celsius\"): Temperature scale (\"celsius\" or \"fahrenheit\")\n4. **Prepare Parameters**:\n - `city`: \"Bangkok, Thailand\" (adding country for clarity, though just \"Bangkok\" might work, following the example format is safer)\n - `units`: Not specified, so I'll use the default (\"celsius\")\n5. **Execute Tool Call**: Call `getWeather` with `city: \"Bangkok, Thailand\"`\n6. **Anticipate Response**: The function will return current weather and forecast data for Bangkok. I'll then format it nicely for the user.\n - *Self-Correction/Verification during thought*: The prompt says \"city: City and country, e.g., 'San Francisco, CA' or 'Tokyo, Japan'\". I'll use \"Bangkok, Thailand\". The `units` parameter is optional, so I'll omit it to use the default.\n - Proceed with tool call.✅\n", "tool_calls" => Any[JSON.Object{String, Any}("type" => "function", "function" => JSON.Object{String, Any}("name" => "getWeather", "arguments" => "{\"city\":\"Bangkok, Thailand\"}"), "id" => "6fOilR5QPcdppbAAHluhkRyUDu3oWMAL")]))
2) llm_notUseTool = JSON.Object{String, Any}("finish_reason" => "stop", "index" => 0, "message" => JSON.Object{String, Any}("role" => "assistant", "content" => "The weather in London, UK is currently Sunny with a temperature of 22°C.", "reasoning_content" => "The user asked for the weather in London.\nI called the `getWeather` tool for London, UK.\nThe response indicates it's Sunny and 22°C.\nI will convey this information to the user.\n"))
"""
function _extractToolCalls(response)
function _extractToolCalls(response, eventSink=nothing)
hasToolCalls = false
toolCallList = agentToolCall[]
if eventSink !== nothing
eventSink("▶ _extractToolCalls: parsing response")
end
# Helper: parse args (JSON string -> Dict, or pass through)
parse_args(raw) = raw isa AbstractDict && !(raw isa Dict{String,Any}) ?
@@ -979,47 +964,40 @@ function prepareToolCall(
signal::abortSignal,
eventSink
)::Union{preparedToolCall,immediateOutcome}
eventSink("prepareToolCall 1"; publish=true)
# pick a called tool from tool store
eventSink("▶ prepareToolCall: resolving")
tool = get(context.tools, toolCall.name, nothing)
if tool === nothing
eventSink("prepareToolCall 2"; publish=true)
eventSink("▶ prepareToolCall: NOT FOUND")
return immediateOutcome(createErrorToolResult("Tool $toolCall.name not found"), true)
end
try
eventSink("prepareToolCall 3"; publish=true)
# 1. prepare arguments (tool-specific transform)
prepared = prepareToolCallArguments(tool, toolCall)
eventSink("prepared " * string(prepared.arguments); publish=true)
eventSink("prepareToolCall 4"; publish=true)
validatedArgs = validateToolArguments(tool, prepared)
eventSink("validatedArgs " * string(validatedArgs); publish=true)
eventSink("prepareToolCall 5"; publish=true)
eventSink("▶ prepareToolCall: validated")
# 2. beforeToolCall hook — can block
if config.beforeToolCall !== nothing
eventSink("prepareToolCall 6"; publish=true)
before = config.beforeToolCall(
beforeToolCallContext(assistantMsg, toolCall, validatedArgs, context),
signal,
eventSink
)
eventSink("prepareToolCall 7"; publish=true)
if signal.aborted
eventSink("prepareToolCall 8"; publish=true)
return immediateOutcome(createErrorToolResult("Operation aborted"), true)
end
if before !== nothing && before.block
eventSink("prepareToolCall 9"; publish=true)
return immediateOutcome(
createErrorToolResult(get(before, :reason, "Tool execution was blocked")), true)
end
end
eventSink("prepareToolCall 10"; publish=true)
return preparedToolCall(tool, toolCall, validatedArgs)
catch e
bt = catch_backtrace()
@@ -1029,7 +1007,6 @@ function prepareToolCall(
end
eventSink(errMsg; publish=true)
return immediateOutcome(createErrorToolResult(sprint(showerror, e)), true)
end
end
@@ -1080,11 +1057,11 @@ function executePreparedToolCall(
signal::Union{Nothing,abortSignal},
eventSink,
)::executedOutcome
eventSink("executePreparedToolCall 1"; publish=true)
eventSink("▶ execute: START")
try
result = prep.tool.execute(prep.toolCall.id, prep.args, signal, eventSink)
# eventSink("tool execute raw result: " * sprint(show, result); publish=true)
eventSink("▶ execute: END")
return executedOutcome(result, false)
catch e
bt = catch_backtrace()
@@ -1093,6 +1070,7 @@ function executePreparedToolCall(
println(io)
end
eventSink(errMsg; publish=true)
eventSink("▶ execute: ERROR")
return executedOutcome(createErrorToolResult(sprint(showerror, e)), true)
end
@@ -1165,10 +1143,10 @@ function finalizeExecutedToolCall(
signal::Union{Nothing,abortSignal},
eventSink
)::finalizedOutcome
eventSink("finalizeExecutedToolCall 1"; publish=true)
eventSink("▶ finalize: START")
result = executed.result
isError = executed.isError
# eventSink("finalizeExecutedToolCall result before afterToolCall\n$result"; publish=true)
if config.afterToolCall !== nothing
try
after = config.afterToolCall(
@@ -1176,7 +1154,6 @@ function finalizeExecutedToolCall(
signal,
eventSink
)
eventSink("finalizeExecutedToolCall 3"; publish=true)
if after !== nothing
result = after
isError = false
@@ -1193,7 +1170,7 @@ function finalizeExecutedToolCall(
isError = true
end
end
eventSink("finalizeExecutedToolCall 4"; publish=true)
eventSink("▶ finalize: END")
return finalizedOutcome(prep.toolCall, result, isError)
end
@@ -1259,39 +1236,27 @@ function executeToolCallsSequential(
signal::abortSignal,
eventSink,
)::agentToolCallBatch
eventSink("executeToolCallsSequential 1"; publish=true)
finalizedCalls = finalizedOutcome[]
messages = toolResultMessage[]
eventSink("▶ executeToolCallsSequential: batch start")
for tc in toolCalls
eventSink("start tool execute $(tc.id), $(tc.name), $(tc.arguments)"; publish=true)
prep = prepareToolCall(context, assistantMsg, tc, config, signal, eventSink)
eventSink("executeToolCallsSequential " * string(prep.args); publish=true)
if prep isa immediateOutcome
eventSink("executeToolCallsSequential 2-1"; publish=true)
finalized = finalizedOutcome(tc, prep.result, prep.isError)
eventSink("executeToolCallsSequential 2-2"; publish=true)
else
eventSink("executeToolCallsSequential 3"; publish=true)
executed = executePreparedToolCall(prep, signal, eventSink)
eventSink("executeToolCallsSequential 3-1"; publish=true)
finalized = finalizeExecutedToolCall(context, assistantMsg, prep, executed, config,
signal, eventSink)
eventSink("executeToolCallsSequential 3-2"; publish=true)
end
eventSink("executeToolCallsSequential 4"; publish=true)
# eventSink("finalized $(finalized.toolCall.id), $(finalized.toolCall.name),
# $(finalized.result), $(finalized.isError)"; publish=true)
push!(messages, createToolResultMessage(finalized))
push!(finalizedCalls, finalized)
eventSink("executeToolCallsSequential 5"; publish=true)
if signal !== nothing && signal.aborted
break
end
end
eventSink("executeToolCallsSequential 6"; publish=true)
eventSink("▶ executeToolCallsSequential: batch end")
return agentToolCallBatch(messages, shouldTerminate(finalizedCalls))
end
@@ -1362,23 +1327,24 @@ function executeToolCallsParallel(
)::agentToolCallBatch
entries = Union{finalizedOutcome,Task}[]
eventSink("▶ executeToolCallsParallel: batch start")
for tc in toolCalls
eventSink(toolExecStartEvent(tc.id, tc.name, tc.arguments); publish=true)
toolExecStartEvent(tc.id, tc.name, tc.arguments)
prep = prepareToolCall(context, assistantMsg, tc, config, signal, eventSink)
if prep isa immediateOutcome
finalized = finalizedOutcome(tc, prep.result, prep.isError)
eventSink(toolExecEndEvent(finalized.toolCall.id, finalized.toolCall.name,
finalized.result, finalized.isError))
toolExecEndEvent(finalized.toolCall.id, finalized.toolCall.name,
finalized.result, finalized.isError)
push!(entries, finalized)
else
t = Task() do
executed = executePreparedToolCall(prep, signal, eventSink)
finalized = finalizeExecutedToolCall(context, assistantMsg, prep, executed, config, signal)
eventSink(toolExecEndEvent(finalized.toolCall.id, finalized.toolCall.name,
finalized.result, finalized.isError))
toolExecEndEvent(finalized.toolCall.id, finalized.toolCall.name,
finalized.result, finalized.isError)
return finalized
end
schedule(t)
@@ -1401,6 +1367,7 @@ function executeToolCallsParallel(
push!(messages, createToolResultMessage(f))
end
eventSink("▶ executeToolCallsParallel: batch end")
return agentToolCallBatch(messages, shouldTerminate(finalizedCalls))
end
@@ -1463,7 +1430,6 @@ function executeToolCalls(
eventSink,
)::agentToolCallBatch
eventSink("_executeToolCalls 1"; publish=true)
hasSequential = false
for tc in toolCalls
t = get(context.tools, tc.name, nothing)
@@ -1472,13 +1438,11 @@ function executeToolCalls(
break
end
end
eventSink("_executeToolCalls 2"; publish=true)
eventSink("▶ executeToolCalls: dispatch")
if config.toolExecution == "sequential" || hasSequential
eventSink("_executeToolCalls 3"; publish=true)
return executeToolCallsSequential(context, assistantMsg, toolCalls, config, signal,
eventSink)
else
eventSink("_executeToolCalls 4"; publish=true)
return executeToolCallsParallel(context, assistantMsg, toolCalls, config, signal,
eventSink)
end
@@ -1519,8 +1483,11 @@ OpenAiToUserMessage(msg)
# => userMessage("user", [textContent("Hello")], DateTime(...))
```
"""
function OpenAiToUserMessage(msg::AbstractDict)::userMessage
function OpenAiToUserMessage(msg::AbstractDict, eventSink=nothing)::userMessage
content_blocks = Vector{messageContent}()
if eventSink !== nothing
eventSink("▶ OpenAiToUserMessage: parsing")
end
raw_content = get(msg, "content", Any[])
if raw_content isa Vector
@@ -1544,6 +1511,9 @@ function OpenAiToUserMessage(msg::AbstractDict)::userMessage
end
end
if eventSink !== nothing
eventSink("▶ OpenAiToUserMessage: done")
end
return userMessage(content=content_blocks)
end
+3 -4
View File
@@ -121,9 +121,7 @@ function register_mcp_tools(tools::OrderedDict{String, agentTool}, mcpserver; ev
end
new_count = 0
try
eventSink("register_mcp_tools 1")
response = mcpserver("tools/list", sessionId; eventSink=eventSink)
eventSink("register_mcp_tools 2")
# Parse JSON-RPC 2.0 response envelope
if haskey(response, "error")
rpc_error = response["error"]
@@ -200,7 +198,7 @@ Add `tool` to `tools`, overwriting any existing tool with the same name.
function registerTool(tools::OrderedDict{String, agentTool}, tool::agentTool; eventSink=nothing
)::OrderedDict{String, agentTool}
tools[tool.name] = tool
println("[toolRegistry] Registered tool: $(tool.name)")
eventSink("[toolRegistry] Registered tool: $(tool.name)")
return tools
end
@@ -247,7 +245,6 @@ function listTool(tools::OrderedDict{String, agentTool}, mcpserver; eventSink=no
eventSink) -> begin
# Discover and register MCP tools (idempotent — skips already registered)
new_count = register_mcp_tools(tools, mcpserver; eventSink=eventSink, sessionId=sessionId)
eventSink("tools dump: " * sprint(show, tools))
# Always include listTools itself in the count
total = length(tools)
@@ -285,7 +282,9 @@ Register all tools for an agent:
"""
function registerAllTools(tools::OrderedDict{String, agentTool}, mcpserver=nothing; eventSink=nothing, sessionId=nothing)
list_t = listTool(tools, mcpserver; eventSink=eventSink, sessionId=sessionId)
eventSink("registering tools")
registerTool(tools, list_t; eventSink=eventSink)
eventSink("registering tools done")
end
end # module
+5 -10
View File
@@ -208,7 +208,6 @@ function formatMsgForLLM(ctx::agentContext, eventSink)::Dict{String, Any}
openaiReadyMsg = Dict{String, Any}()
# openaiReadyMsg["model"] = "gemma-4-E4B-it-UD-Q4_K_XL"
messages = Vector{Dict{String, Any}}()
eventSink("formatMsgForLLM 1")
# System prompt as system message
if !isempty(ctx.systemPrompt)
push!(messages, Dict(
@@ -216,7 +215,6 @@ function formatMsgForLLM(ctx::agentContext, eventSink)::Dict{String, Any}
"content" => [Dict("type" => "text", "text" => ctx.systemPrompt)]
))
end
eventSink("formatMsgForLLM 2")
# Conversation messages
for msg in ctx.messages
if msg isa userMessage
@@ -229,10 +227,8 @@ function formatMsgForLLM(ctx::agentContext, eventSink)::Dict{String, Any}
push!(messages, _toolResultMessageToOpenAI(msg))
end
end
eventSink("formatMsgForLLM 3")
# Convert ctx.tools into OpenAI tools format
tools_array = _toolsToOpenAI(ctx.tools, eventSink)
eventSink("formatMsgForLLM 4")
openaiReadyMsg["messages"] = messages
openaiReadyMsg["temperature"] = 0.7
@@ -278,7 +274,7 @@ end
function beforeToolCall(context::beforeToolCallContext, signal::abortSignal, eventSink
)::beforeToolCallResult
eventSink("beforeToolCall: $(context.toolCall.name) args=$(context.args)")
# eventSink("beforeToolCall: $(context.toolCall.name) args=$(context.args)")
return beforeToolCallResult(false, "N/A")
end
@@ -306,11 +302,11 @@ Common use cases:
- `agentToolResult(...)` to return a modified result (content, details, usage,
terminate flag can all be overridden).
""" #WORKING arrange result from searchWine tool
""" # arrange result from searchWine tool
function afterToolCall(context::afterToolCallContext, signal::abortSignal, eventSink
)::Union{agentToolResult, Nothing}
eventSink("afterToolCall: $(context.toolCall.name) result=$(context.result) error=$(context.isError)")
# eventSink("afterToolCall: $(context.toolCall.name) result=$(context.result) error=$(context.isError)")
return nothing
end
@@ -428,8 +424,7 @@ _toolsToOpenAI(tools) # => [Dict("type" => "function", "function" => Dict("na
"""
function _toolsToOpenAI(tools::Union{OrderedDict{String, agentTool}, Nothing}, eventSink)::Vector{Dict{String, Any}}
tools_array = Vector{Dict{String, Any}}()
eventSink("_toolsToOpenAI 1")
eventSink(string(typeof(tools)))
if tools !== nothing
for (_, tool) in tools
push!(tools_array, Dict(
@@ -442,7 +437,7 @@ function _toolsToOpenAI(tools::Union{OrderedDict{String, agentTool}, Nothing}, e
))
end
end
eventSink("_toolsToOpenAI 2")
return tools_array
end