mcp works

This commit is contained in:
2026-08-21 22:34:27 +07:00
parent da21790263
commit d2592ab6d6
5 changed files with 161 additions and 197 deletions
+109 -101
View File
@@ -187,13 +187,13 @@ function yiemAgent(
followUp = Channel(32)
outputChannel = Channel(16)
# load tools (statically registered at module init)
toolStore1 = toolStore(name="myagent")
registerAllTools(toolStore1, mcpServer; eventSink=eventSink)
tools = OrderedDict{String, agentTool}()
registerAllTools(tools, mcpServer; eventSink=eventSink)
# Create struct with a placeholder task, then spawn and replace it
agent = yiemAgent(
agentState(systemPrompt, model, getTools(toolStore1), messages),
agentState(systemPrompt, model, tools, messages),
inputChannel,
followUp,
outputChannel,
@@ -442,112 +442,123 @@ function _processMessage(
"""
while true
# Drain inputChannel and convert OpenAI-format messages to userMessage type
while isready(inputChannel)
eventSink("_processMessage 2 _state.messages length $(length(agentMsgHistory))")
newUserMsg_openai = take!(inputChannel)
eventSink("_processMessage 3 _state.messages length $(length(agentMsgHistory))")
if newUserMsg_openai === :shutdown
eventSink("_processMessage 4 _state.messages length $(length(agentMsgHistory))")
# Re-emit shutdown signal for the loop to handle
put!(inputChannel, :shutdown)
break
try
# Drain inputChannel and convert OpenAI-format messages to userMessage type
while isready(inputChannel)
eventSink("_processMessage 2 _state.messages length $(length(agentMsgHistory))")
newUserMsg_openai = take!(inputChannel)
eventSink("_processMessage 3 _state.messages length $(length(agentMsgHistory))")
if newUserMsg_openai === :shutdown
eventSink("_processMessage 4 _state.messages length $(length(agentMsgHistory))")
# Re-emit shutdown signal for the loop to handle
put!(inputChannel, :shutdown)
break
end
eventSink("_processMessage 5 _state.messages length $(length(agentMsgHistory))")
newUserMsg = OpenAiToUserMessage(newUserMsg_openai)
push!(agentMsgHistory, newUserMsg)
eventSink("_processMessage 6 _state.messages length $(length(agentMsgHistory))")
end
eventSink("_processMessage 5 _state.messages length $(length(agentMsgHistory))")
newUserMsg = OpenAiToUserMessage(newUserMsg_openai)
push!(agentMsgHistory, newUserMsg)
eventSink("_processMessage 6 _state.messages length $(length(agentMsgHistory))")
end
eventSink("_processMessage 7 _state.messages length $(length(agentMsgHistory))")
# call prepareContext()
state = agentState(systemPrompt, nothing, tools, agentMsgHistory)
eventSink("_processMessage 8 _state.messages length $(length(agentMsgHistory))")
preparedContext = prepareContext(state, eventSink, llmCall)
eventSink("_processMessage 9 _state.messages length $(length(agentMsgHistory))")
# Call formatMessagesForLLM() to format for LLM
formattedMessages = formatMessagesForLLM(preparedContext, eventSink)
eventSink("_processMessage 10 formattedMessages $formattedMessages")
eventSink("_processMessage 7 _state.messages length $(length(agentMsgHistory))")
# call prepareContext()
state = agentState(systemPrompt, nothing, tools, agentMsgHistory)
eventSink("_processMessage 8 _state.messages length $(length(agentMsgHistory))")
preparedContext = prepareContext(state, eventSink)
eventSink("_processMessage 9 _state.messages length $(length(agentMsgHistory))")
# Call formatMessagesForLLM() to format for LLM
formattedMessages = formatMessagesForLLM(preparedContext, eventSink)
eventSink("_processMessage 10 formattedMessages $formattedMessages")
""" 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(" llmCall " * string(response))
""" 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("LLM response " * string(response))
eventSink("_processMessage 11 _state.messages length $(length(agentMsgHistory))")
# Extract tool calls from LLM response content blocks
hasToolCalls, toolCallList, assistant_msg = _extractToolCalls(response)
eventSink("hasToolCalls: $hasToolCalls\ntoolCallList: $toolCallList _state.messages length $(length(agentMsgHistory))")
eventSink("assistant_msg " * string(assistant_msg))
eventSink("_processMessage 11-1")
eventSink("_processMessage 11 _state.messages length $(length(agentMsgHistory))")
# Extract tool calls from LLM response content blocks
hasToolCalls, toolCallList, assistant_msg = _extractToolCalls(response)
eventSink("hasToolCalls: $hasToolCalls\ntoolCallList: $toolCallList _state.messages length $(length(agentMsgHistory))")
eventSink("assistant_msg " * string(assistant_msg))
eventSink("_processMessage 11-1")
# Add assistant message (tool calls or text) to history for next LLM turn
push!(agentMsgHistory, assistant_msg)
# Add assistant message (tool calls or text) to history for next LLM turn
push!(agentMsgHistory, assistant_msg)
if hasToolCalls && length(toolCallList) > 0
# Build context and config for executeToolCalls
if hasToolCalls && length(toolCallList) > 0
# Build context and config for executeToolCalls
config = agentLoopConfig(
beforeToolCall,
afterToolCall,
parallelToolExecute ? "parallel" : "sequential",
llmCall,
)
config = agentLoopConfig(
beforeToolCall,
afterToolCall,
parallelToolExecute ? "parallel" : "sequential",
)
signal = abortSignal(false)
eventSink("_processMessage 12 _state.messages length $(length(agentMsgHistory))")
signal = abortSignal(false)
eventSink("_processMessage 12 _state.messages length $(length(agentMsgHistory))")
# call executeToolCalls()
toolResultBatch = executeToolCalls(preparedContext, assistant_msg, toolCallList, config,
signal, eventSink)
eventSink("_processMessage 13 _state.messages length $(length(agentMsgHistory))")
# call executeToolCalls()
toolResultBatch = executeToolCalls(preparedContext, assistant_msg, toolCallList, config,
signal, eventSink)
eventSink("_processMessage 13 _state.messages length $(length(agentMsgHistory))")
# save toolResults to messages
for toolResult in toolResultBatch.messages
eventSink("toolResult " * string(toolResult))
push!(agentMsgHistory, toolResult)
end
eventSink("_processMessage 14 _state.messages length $(length(agentMsgHistory))")
if toolResultBatch.terminate
eventSink("_processMessage 15 _state.messages length $(length(agentMsgHistory))")
# If toolResultBatch requested termination, build a final response
final_content = [textContent("Tool execution completed.")]
# save toolResults to messages
for toolResult in toolResultBatch.messages
for content_block in toolResult.content
if content_block isa textContent
append!(final_content, [content_block])
elseif content_block isa Dict
if haskey(content_block, :text)
push!(final_content, textContent(content_block[:text]))
eventSink("toolResult " * string(toolResult))
push!(agentMsgHistory, toolResult)
end
eventSink("_processMessage 14 _state.messages length $(length(agentMsgHistory))")
if toolResultBatch.terminate
eventSink("_processMessage 15 _state.messages length $(length(agentMsgHistory))")
# If toolResultBatch requested termination, build a final response
final_content = [textContent("Tool execution completed.")]
for toolResult in toolResultBatch.messages
for content_block in toolResult.content
if content_block isa textContent
append!(final_content, [content_block])
elseif content_block isa Dict
if haskey(content_block, :text)
push!(final_content, textContent(content_block[:text]))
end
end
end
end
eventSink("_processMessage 16 _state.messages length $(length(agentMsgHistory))")
final_response = assistantMessage(
role="assistant",
content=final_content,
api=assistant_msg.api,
model=assistant_msg.model,
usage=assistant_msg.usage,
stopReason="tool_use_terminated",
errorMessage=if any(x -> x.isError, toolResultBatch.messages)
"One or more tool calls failed"
else
nothing
end,
timestamp=now(),
)
push!(agentMsgHistory, final_response)
break
end
eventSink("_processMessage 16 _state.messages length $(length(agentMsgHistory))")
final_response = assistantMessage(
role="assistant",
content=final_content,
api=assistant_msg.api,
model=assistant_msg.model,
usage=assistant_msg.usage,
stopReason="tool_use_terminated",
errorMessage=if any(x -> x.isError, toolResultBatch.messages)
"One or more tool calls failed"
else
nothing
end,
timestamp=now(),
)
push!(agentMsgHistory, final_response)
else
eventSink("_processMessage 17 _state.messages length $(length(agentMsgHistory))")
# LLM did not use tool calls —
break
end
else
eventSink("_processMessage 17 _state.messages length $(length(agentMsgHistory))")
# LLM did not use tool calls —
break
catch e
bt = catch_backtrace()
err_msg = sprint() do io
showerror(io, e, bt)
println(io)
end
eventSink(err_msg)
end
end
eventSink("_processMessage 18 _state.messages length $(length(agentMsgHistory))")
return nothing
end
@@ -1087,14 +1098,13 @@ function executePreparedToolCall(
prep::preparedToolCall,
signal::Union{Nothing,abortSignal},
eventSink,
llmCall::Union{Any,Nothing}=nothing,
)::executedOutcome
eventSink("executePreparedToolCall 1")
try #WORKING
result = prep.tool.execute(prep.toolCall.id, prep.args, signal, eventSink, llmCall)
result = prep.tool.execute(prep.toolCall.id, prep.args, signal, eventSink)
eventSink("executePreparedToolCall 2")
eventSink(result.content[1].text)
eventSink("tool execute raw result: " * sprint(show, result))
eventSink("executePreparedToolCall 3")
return executedOutcome(result, false)
catch e
@@ -1271,7 +1281,6 @@ function executeToolCallsSequential(
signal::abortSignal,
eventSink,
)::agentToolCallBatch
llmCall = config.llmCall
eventSink("executeToolCallsSequential 1")
finalizedCalls = finalizedOutcome[]
messages = toolResultMessage[]
@@ -1287,9 +1296,10 @@ function executeToolCallsSequential(
eventSink("executeToolCallsSequential 2-2")
else
eventSink("executeToolCallsSequential 3")
executed = executePreparedToolCall(prep, signal, eventSink, llmCall)
executed = executePreparedToolCall(prep, signal, eventSink)
eventSink("executeToolCallsSequential 3-1")
finalized = finalizeExecutedToolCall(context, assistantMsg, prep, executed, config,
finalized = finalizeExecutedToolCall(context, assistantMsg, prep, executed, config,
signal, eventSink)
eventSink("executeToolCallsSequential 3-2")
end
@@ -1374,7 +1384,6 @@ function executeToolCallsParallel(
)::agentToolCallBatch
entries = Union{finalizedOutcome,Task}[]
llmCall = config.llmCall
for tc in toolCalls
eventSink(toolExecStartEvent(tc.id, tc.name, tc.arguments))
@@ -1388,7 +1397,7 @@ function executeToolCallsParallel(
push!(entries, finalized)
else
t = Task() do
executed = executePreparedToolCall(prep, signal, eventSink, llmCall)
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))
@@ -1476,7 +1485,6 @@ function executeToolCalls(
eventSink,
)::agentToolCallBatch
llmCall = config.llmCall
eventSink("_executeToolCalls 1")
hasSequential = false
for tc in toolCalls
+6 -6
View File
@@ -18,7 +18,7 @@ The agent processes messages from `inputChannel` in the background task.
# Arguments
- `agent::yiemAgent`: The agent instance to send a message to
- `msg`: The message to send (any type accepted by the agent's processing pipeline)
- `msg`: The message to send, in OpenAI message format (e.g. `Dict("role" => "user", "content" => "Hello!")`)
# Returns
- The same `agent` instance for chaining
@@ -29,11 +29,11 @@ The agent processes messages from `inputChannel` in the background task.
# Examples
```jldoctest
julia> runAgent(agent, "Hello!")
julia> runAgent(agent, Dict("role" => "user", "content" => "Hello!"))
yiemAgent(...)
```
"""
function runAgent(agent::yiemAgent, msg)
function runAgent(agent::yiemAgent, msg::AbstractDict{String, Any})
put!(agent.inputChannel, msg)
return agent
end
@@ -70,7 +70,7 @@ and before any tool call results are sent.
# Arguments
- `agent::yiemAgent`: The agent instance to send a follow-up message to
- `msg`: The follow-up message to send
- `msg`: The follow-up message to send, in OpenAI message format (e.g. `Dict("role" => "user", "content" => "Also consider red wines")`)
# Returns
- The same `agent` instance for chaining
@@ -82,11 +82,11 @@ and before any tool call results are sent.
# Examples
```jldoctest
julia> followUp(agent, "Also consider red wines")
julia> followUp(agent, Dict("role" => "user", "content" => "Also consider red wines"))
yiemAgent(...)
```
"""
function followUp(agent::yiemAgent, msg)
function followUp(agent::yiemAgent, msg::AbstractDict{String, Any})
put!(agent.followUpChannel, msg)
return agent
end
+40 -82
View File
@@ -1,36 +1,12 @@
module toolRegistry
export toolStore, registerTool, registerAllTools, getTools, clearTools, listTool
export registerTool, registerAllTools, clearTools, listTool
using Dates
using JSON, DataStructures
using ..type
"""
Per-agent isolated tool storage.
Each agent gets its own `toolStore` so tool registration is independent.
# Fields
- `tools::OrderedDict{String, agentTool}` — keyed by name for O(1) lookup + ordered iteration
- `name::String` — identifier for debugging/logs
"""
struct toolStore
tools::OrderedDict{String, agentTool}
name::String
end
"""
toolStore(; name="default") -> toolStore
Create a new empty tool store.
# Keyword Arguments
- `name::String`: Display name for logging (default: `"default"`)
"""
function toolStore(; name::String="default")::toolStore
toolStore(OrderedDict{String, agentTool}(), name)
end
# ── MCP helper functions ────────────────────────────────────────────
@@ -40,7 +16,7 @@ Extract text from MCP tool result content array.
Handles JSON-RPC 2.0 result content format:
{"content": [{"type": "text", "text": "..."}], "isError": false}
"""
function _extract_text_content(result::Dict)::String
function _extract_text_content(result::AbstractDict)::String
content = get(result, "content", Any[])
if content isa Vector && !isempty(content)
lines = String[]
@@ -90,8 +66,7 @@ function _wrap_mcp_tool(mcpserver, tool_def::AbstractDict{String, Any}; eventSin
inputSchema=params,
execute=(toolCallId::String, args::AbstractDict{String, Any},
signal::Union{Nothing,abortSignal},
eventSink,
llmCall=nothing) -> begin
eventSink) -> begin
try
response = mcpserver("tools/call", name, args)
@@ -140,7 +115,7 @@ Handles pagination via `nextCursor`. Skips tools already registered.
# Returns
- `Int`: number of new tools registered
"""
function register_mcp_tools(mcpserver, store::toolStore; eventSink=nothing)::Int
function register_mcp_tools(tools::OrderedDict{String, agentTool}, mcpserver; eventSink=nothing)::Int
if mcpserver === nothing
return 0
end
@@ -148,13 +123,14 @@ function register_mcp_tools(mcpserver, store::toolStore; eventSink=nothing)::Int
new_count = 0
try
eventSink("register_mcp_tools 1")
response = mcpserver("tools/list")
eventSink("register_mcp_tools 2")
# Parse JSON-RPC 2.0 response envelope
if haskey(response, "error")
rpc_error = response["error"]
err_msg = get(rpc_error, "message", "Unknown MCP error")
println("[toolRegistry:$(store.name)] MCP tools/list failed: $err_msg")
println("[toolRegistry] MCP tools/list failed: $err_msg")
return 0
end
if haskey(response, "result")
@@ -166,12 +142,12 @@ function register_mcp_tools(mcpserver, store::toolStore; eventSink=nothing)::Int
for tool_def in tools_array
name = tool_def["name"]
if haskey(store.tools, name)
if haskey(tools, name)
continue
end
@show "tool_def $(typeof(tool_def))"
wrapped = _wrap_mcp_tool(mcpserver, tool_def, eventSink=eventSink)
store.tools[name] = wrapped
tools[name] = wrapped
new_count += 1
end
@@ -185,16 +161,16 @@ function register_mcp_tools(mcpserver, store::toolStore; eventSink=nothing)::Int
cursor = get(response, "nextCursor", nothing)
for tool_def in tools_array
name = tool_def["name"]
if haskey(store.tools, name)
if haskey(tools, name)
continue
end
wrapped = _wrap_mcp_tool(mcpserver, tool_def, eventSink=eventSink)
store.tools[name] = wrapped
tools[name] = wrapped
new_count += 1
end
end
println("[toolRegistry:$(store.name)] Discovered $new_count MCP tools. Total: $(length(store.tools))")
println("[toolRegistry] Discovered $new_count MCP tools. Total: $(length(tools))")
catch e
bt = catch_backtrace()
err_msg = sprint() do io
@@ -205,75 +181,60 @@ function register_mcp_tools(mcpserver, store::toolStore; eventSink=nothing)::Int
eventSink(err_msg)
errMsg = sprint(showerror, e)
println("[toolRegistry:$(store.name)] MCP tools/list failed: $errMsg")
println("[toolRegistry] MCP tools/list failed: $errMsg")
end
return new_count
end
"""
registerTool(store::toolStore, tool::agentTool) -> OrderedDict{String, agentTool}
registerTool(tools::OrderedDict{String, agentTool}, tool::agentTool) -> OrderedDict{String, agentTool}
Add `tool` to `store`, overwriting any existing tool with the same name.
Add `tool` to `tools`, overwriting any existing tool with the same name.
# Arguments
- `store`: Tool store to modify
- `tools`: Tool dict to modify
- `tool`: The `agentTool` to register
# Returns
- The same `store.tools` dict (modified in place)
- The same `tools` dict (modified in place)
"""
function registerTool(store::toolStore, tool::agentTool; eventSink=nothing
function registerTool(tools::OrderedDict{String, agentTool}, tool::agentTool; eventSink=nothing
)::OrderedDict{String, agentTool}
store.tools[tool.name] = tool
println("[$(store.name)] Registered tool: $(tool.name)")
return store.tools
tools[tool.name] = tool
println("[toolRegistry] Registered tool: $(tool.name)")
return tools
end
"""
Return the tools registered in `store`.
The returned dict is the **same object** stored inside `store`.
Remove all tools from the dict.
# Arguments
- `store`: Tool store to query
# Returns
- `OrderedDict{String, agentTool}`: Tools keyed by name, in registration order
"""
function getTools(store::toolStore)::OrderedDict{String, agentTool}
return store.tools
end
"""
Remove all tools from `store`.
# Arguments
- `store`: Tool store to clear
- `tools`: Tool dict to clear
# Returns
- `nothing`
"""
function clearTools(store::toolStore)::Nothing
empty!(store.tools)
println("[$(store.name)] Registry cleared")
function clearTools(tools::OrderedDict{String, agentTool})::Nothing
empty!(tools)
println("[toolRegistry] Registry cleared")
return nothing
end
# ── listTools tool (auto-discover new MCP tools at runtime) ─────────
"""
listTool(store::toolStore, mcpserver) -> agentTool
listTool(tools::OrderedDict{String, agentTool}, mcpserver) -> agentTool
MCP-aware listTools tool (JSON-RPC 2.0 protocol).
First call: queries the MCP server via `mcpserver("tools/list")`, registers
all discovered tools into the shared `store.tools` (in-place mutation, with
all discovered tools into `tools` (in-place mutation, with
pagination via nextCursor), then returns the full tool list.
Subsequent calls: returns the current list (tools remain registered).
"""
function listTool(store::toolStore, mcpserver)::agentTool
function listTool(tools::OrderedDict{String, agentTool}, mcpserver; eventSink=nothing)::agentTool
return agentTool(
name="listTools",
label="List Tools",
@@ -285,16 +246,17 @@ function listTool(store::toolStore, mcpserver)::agentTool
),
execute=(toolCallId::String, args::AbstractDict{String, Any},
signal::Union{Nothing,abortSignal},
eventSink, llmCall=nothing) -> begin
eventSink) -> begin
# Discover and register MCP tools (idempotent — skips already registered)
new_count = register_mcp_tools(mcpserver, store)
new_count = register_mcp_tools(tools, mcpserver; eventSink=eventSink)
eventSink("tools dump: " * sprint(show, tools))
# Always include listTools itself in the count
total = length(store.tools)
total = length(tools)
lines = String[
"- $(t.name): $(t.label)$(t.description)"
for (k, t) in store.tools
for (k, t) in tools
]
result_text = "Available tools ($total):\n" * join(lines, "\n")
@@ -313,23 +275,19 @@ end
# ── High-level API ──────────────────────────────────────────────────
"""
registerAllTools(store::toolStore, mcpserver) -> toolStore
registerAllTools(tools::OrderedDict{String, agentTool}, mcpserver)
Register all tools for an agent:
1. Auto-discover existing tools from the MCP server
2. Register the `listTools` tool so the agent can discover new tools at runtime
# Arguments
- `store`: The tool store to populate
- `tools`: The tool dict to populate
- `mcpserver`: A callable struct that communicates with the MCP server
# Returns
- The populated `toolStore`
"""
function registerAllTools(store::toolStore, mcpserver=nothing; eventSink=nothing)::toolStore
register_mcp_tools(mcpserver, store; eventSink=eventSink)
registerTool(store, listTool(store, mcpserver); eventSink=eventSink)
return store
function registerAllTools(tools::OrderedDict{String, agentTool}, mcpserver=nothing; eventSink=nothing)
list_t = listTool(tools, mcpserver; eventSink=eventSink)
registerTool(tools, list_t; eventSink=eventSink)
end
end # module
+2 -4
View File
@@ -358,7 +358,6 @@ struct agentContext # Snapshot of the agent's conversa
systemPrompt::String # System prompt for the agent
messages::Vector{agentMessage} # Conversation messages
tools::Union{OrderedDict{String, agentTool}, Nothing} # Available tools keyed by name
llmCall::Union{Any, Nothing} # LLM call function (for tools that need it)
end
@@ -408,7 +407,7 @@ function agentState(
agentState(
systemPrompt,
model,
deepcopy(tools),
tools,
deepcopy(messages),
Vector{String}(),
nothing,
@@ -443,7 +442,7 @@ end
"""
Configuration for the agent tool execution loop.
# Arguments
# Fields
- `beforeToolCall::Union{Function, Nothing}`: Callback before tool execution
- `afterToolCall::Union{Function, Nothing}`: Callback after tool execution
- `toolExecution::String`: Execution mode — "sequential" or "parallel"
@@ -452,7 +451,6 @@ struct agentLoopConfig
beforeToolCall::Union{Function, Nothing}
afterToolCall::Union{Function, Nothing}
toolExecution::String
llmCall::Union{Any, Nothing} # LLM call function (for tools like searchWine)
end
"""
+4 -4
View File
@@ -109,18 +109,18 @@ prepareContext(state).messages == deepcopy(state.messages)
# end
```
"""
function prepareContext(state::agentState, eventSink, llmCall=nothing)::agentContext
function prepareContext(state::agentState, eventSink)::agentContext
#TODO filter tools from state.tools based on user intend in user message and tool description
filteredTools = state.tools
#TODO add filtered tools to the current system prompt / modify systemPrompt here
preparedSystemPrompt = state.systemPrompt
#TODO add system prompt, adjust/modify and inject additional context into messages
preparedMessages = deepcopy(state.messages) # messages that will be send to LLM
agentCtx = agentContext(preparedSystemPrompt, preparedMessages, filteredTools, llmCall)
agentCtx = agentContext(preparedSystemPrompt, preparedMessages, filteredTools)
return agentCtx
end