First commit

scripts/generate_rag_embeddings.py

@@ -0,0 +1,47 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import argparse
+import sys
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+FRAMEWORK_SRC = ROOT / "agent_framework" / "src"
+if str(FRAMEWORK_SRC) not in sys.path:
+    sys.path.insert(0, str(FRAMEWORK_SRC))
+
+from agent_framework.config.settings import get_settings
+from agent_framework.rag.ingest import ingest_documents_sync, parse_csv
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(
+        description="Generate RAG embeddings and store document chunks in the configured vector store."
+    )
+    parser.add_argument("--docs-dir", default=None, help="Directory containing Markdown/text/YAML/JSON documents.")
+    parser.add_argument("--namespace", default=None, help="RAG namespace used by the agent profile.")
+    parser.add_argument("--globs", default=None, help="Comma-separated file globs. Example: '*.md,*.txt'.")
+    parser.add_argument("--chunk-size", type=int, default=None, help="Maximum chunk size in characters.")
+    parser.add_argument("--chunk-overlap", type=int, default=None, help="Chunk overlap in characters.")
+    args = parser.parse_args()
+
+    settings = get_settings()
+    result = ingest_documents_sync(
+        settings,
+        docs_dir=args.docs_dir,
+        namespace=args.namespace,
+        file_globs=parse_csv(args.globs, []) or None,
+        chunk_size=args.chunk_size,
+        chunk_overlap=args.chunk_overlap,
+    )
+
+    print("RAG embedding generation completed")
+    print(f"  namespace:      {result.namespace}")
+    print(f"  files read:     {result.files_read}")
+    print(f"  chunks created: {result.chunks_created}")
+    print(f"  documents saved:{result.documents_saved}")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

scripts/run_ai_gateway.sh

@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+set -euo pipefail
+cd "$(dirname "$0")/../apps/ai_gateway"
+uvicorn app.main:app --host 0.0.0.0 --port 9100 --reload

scripts/run_backend.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+set -euo pipefail
+cd "$(dirname "$0")/../agent_template_backend"
+python -m venv .venv
+source .venv/bin/activate
+pip install -e ../agent_framework --no-build-isolation || pip install -e ../agent_framework
+pip install -r requirements.txt
+uvicorn app.main:app --reload --reload-dir app --reload-dir config --port 8000

scripts/run_frontend.sh

@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+set -euo pipefail
+cd "$(dirname "$0")/../agent_frontend"
+python -m http.server 5173

scripts/run_mcp_gateway.sh

@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+set -euo pipefail
+cd "$(dirname "$0")/../apps/mcp_gateway"
+uvicorn app.main:app --host 0.0.0.0 --port 9200 --reload

scripts/run_mcp_servers.sh

@@ -0,0 +1,18 @@
+#!/usr/bin/env bash
+set -euo pipefail
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+
+python -m venv "$ROOT/.venv"
+source "$ROOT/.venv/bin/activate"
+pip install -r "$ROOT/mcp_servers/telecom_mcp_server/requirements.txt"
+pip install -r "$ROOT/mcp_servers/retail_mcp_server/requirements.txt"
+
+uvicorn --app-dir "$ROOT/mcp_servers/telecom_mcp_server" main:app --host 0.0.0.0 --port 8100 &
+PID1=$!
+uvicorn --app-dir "$ROOT/mcp_servers/retail_mcp_server" main:app --host 0.0.0.0 --port 8200 &
+PID2=$!
+
+echo "Telecom MCP em http://localhost:8100"
+echo "Retail MCP em http://localhost:8200"
+trap 'kill $PID1 $PID2' INT TERM EXIT
+wait

scripts/smoke_usage_test.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+set -euo pipefail
+BASE_URL="${BASE_URL:-http://localhost:8000}"
+curl -s -X POST "$BASE_URL/gateway/message" \
+  -H 'Content-Type: application/json' \
+  -d '{"channel":"web","payload":{"text":"teste smoke","user_id":"smoke-user","session_id":"smoke-session","message_id":"smoke-1"}}' | python -m json.tool
+curl -s "$BASE_URL/debug/usage" | python -m json.tool