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working on agent pseco scratches

This commit is contained in:
pseco 2026-03-09 09:35:49 +01:00
parent 6692990a38
commit 11e6ef71b1
8 changed files with 2103 additions and 152 deletions
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2
pyproject.toml
View File

@ -30,7 +30,7 @@ dev = [
"boto3>=1.42.58",
"evidently>=0.7.20",
"jupyter>=1.1.1",
"langfuse<=3",
"langfuse<3",
"litellm>=1.82.0",
"markdown>=3.10.2",
"mteb>=2.8.8",

472
scratches/pseco/agent/n00 LangGraph agent simple.ipynb Normal file
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10
scratches/pseco/agent/n00 langgraph_agent_simple.ipynb
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@ -10,7 +10,7 @@
},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": 5,
"id": "9e974df6",
"metadata": {},
"outputs": [],
@ -28,13 +28,12 @@
"from langchain_elasticsearch import ElasticsearchStore\n",
"from langgraph.graph import StateGraph, END\n",
"from langgraph.prebuilt import ToolNode\n",
"from langfuse import observe, get_client\n",
"from langfuse.langchain import CallbackHandler"
"from langfuse import observe, get_client"
]
},
{
"cell_type": "code",
"execution_count": 18,
"execution_count": null,
"id": "30edcecc",
"metadata": {},
"outputs": [
@ -64,9 +63,6 @@
"# Print actual client configuration\n",
"print(f\"DEBUG: Langfuse client base_url = {langfuse.base_url if hasattr(langfuse, 'base_url') else 'NOT SET'}\")\n",
"\n",
"# Create CallbackHandler - it will use the client from environment variables\n",
"langfuse_handler = CallbackHandler()\n",
"\n",
"embeddings = OllamaEmbeddings(base_url=BASE_URL, model=MODEL_NAME)\n",
"llm = ChatOllama(base_url=BASE_URL, model=MODEL_NAME)\n",
"\n",

544
scratches/pseco/evaluation/agent/n00 Agent Samples.ipynb Normal file
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1021
scratches/pseco/evaluation/agent/n00 LangGrah Tool Calling Agent.ipynb Normal file
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75
scratches/pseco/ingestion/n01 Proper Lark Chunking.ipynb
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@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
"execution_count": null,
"execution_count": 9,
"id": "0a8abbfa",
"metadata": {},
"outputs": [
@ -12,7 +12,7 @@
"True"
]
},
"execution_count": 18,
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@ -44,7 +44,7 @@
},
{
"cell_type": "code",
"execution_count": 19,
"execution_count": 10,
"id": "5c9d292b",
"metadata": {},
"outputs": [],
@ -55,17 +55,23 @@
},
{
"cell_type": "code",
"execution_count": 20,
"execution_count": 15,
"id": "0e1cd9b9",
"metadata": {},
"outputs": [],
"source": [
"grammar = (DATA_DIR / \"raw\" / \"code\" / \"EBNF_v2.txt\").read_text(\n",
"grammar = (DATA_DIR / \"raw\" / \"code\" / \"BNF_v1.lark\").read_text(\n",
" encoding=\"utf-8\"\n",
")\n",
"code = (DATA_DIR / \"raw\" / \"code\" / \"Code_Snippets_v1.txt\").read_text(\n",
" encoding=\"utf-8\"\n",
")\n",
")\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "95e21900",
"metadata": {},
"outputs": [],
"source": [
"parser = Lark(grammar=grammar, parser=\"lalr\", propagate_positions=True)"
]
},
@ -79,7 +85,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 17,
"id": "89be8bf6",
"metadata": {},
"outputs": [],
@ -174,14 +180,38 @@
},
{
"cell_type": "code",
"execution_count": 33,
"execution_count": 18,
"id": "19253100",
"metadata": {},
"outputs": [],
"outputs": [
{
"ename": "UnexpectedToken",
"evalue": "Unexpected token Token('COMMAND', '(base, 1000)') at line 2, column 11.\nExpected one of: \n\t* EQUAL\nPrevious tokens: [Token('NAME', 'addVar')]\n",
"output_type": "error",
"traceback": [
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
"\u001b[31mUnexpectedCharacters\u001b[39m Traceback (most recent call last)",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/lexer.py:689\u001b[39m, in \u001b[36mContextualLexer.lex\u001b[39m\u001b[34m(self, lexer_state, parser_state)\u001b[39m\n\u001b[32m 688\u001b[39m lexer = \u001b[38;5;28mself\u001b[39m.lexers[parser_state.position]\n\u001b[32m--> \u001b[39m\u001b[32m689\u001b[39m \u001b[38;5;28;01myield\u001b[39;00m \u001b[43mlexer\u001b[49m\u001b[43m.\u001b[49m\u001b[43mnext_token\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlexer_state\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mparser_state\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 690\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mEOFError\u001b[39;00m:\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/lexer.py:622\u001b[39m, in \u001b[36mBasicLexer.next_token\u001b[39m\u001b[34m(self, lex_state, parser_state)\u001b[39m\n\u001b[32m 621\u001b[39m allowed = {\u001b[33m\"\u001b[39m\u001b[33m<END-OF-FILE>\u001b[39m\u001b[33m\"\u001b[39m}\n\u001b[32m--> \u001b[39m\u001b[32m622\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m UnexpectedCharacters(lex_state.text.text, line_ctr.char_pos, line_ctr.line, line_ctr.column,\n\u001b[32m 623\u001b[39m allowed=allowed, token_history=lex_state.last_token \u001b[38;5;129;01mand\u001b[39;00m [lex_state.last_token],\n\u001b[32m 624\u001b[39m state=parser_state, terminals_by_name=\u001b[38;5;28mself\u001b[39m.terminals_by_name)\n\u001b[32m 626\u001b[39m value, type_ = res\n",
"\u001b[31mUnexpectedCharacters\u001b[39m: No terminal matches '(' in the current parser context, at line 2 col 11\n\n addVar(base, 1000)\n ^\nExpected one of: \n\t* RPAR\n\t* EQUAL\n\nPrevious tokens: Token('NAME', 'addVar')\n",
"\nDuring handling of the above exception, another exception occurred:\n",
"\u001b[31mUnexpectedToken\u001b[39m Traceback (most recent call last)",
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[18]\u001b[39m\u001b[32m, line 6\u001b[39m\n\u001b[32m 1\u001b[39m code = \u001b[33m\"\"\"\u001b[39m\n\u001b[32m 2\u001b[39m \u001b[33m addVar(base, 1000)\u001b[39m\n\u001b[32m 3\u001b[39m \u001b[33m addVar(copia, $base)\u001b[39m\n\u001b[32m 4\u001b[39m \u001b[33m addResult(copia)\u001b[39m\n\u001b[32m 5\u001b[39m \u001b[33m\"\"\"\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m6\u001b[39m tree = \u001b[43mparser\u001b[49m\u001b[43m.\u001b[49m\u001b[43mparse\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcode\u001b[49m\u001b[43m)\u001b[49m\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/lark.py:677\u001b[39m, in \u001b[36mLark.parse\u001b[39m\u001b[34m(self, text, start, on_error)\u001b[39m\n\u001b[32m 675\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m on_error \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m.options.parser != \u001b[33m'\u001b[39m\u001b[33mlalr\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 676\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m(\u001b[33m\"\u001b[39m\u001b[33mThe on_error option is only implemented for the LALR(1) parser.\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m--> \u001b[39m\u001b[32m677\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mparser\u001b[49m\u001b[43m.\u001b[49m\u001b[43mparse\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtext\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstart\u001b[49m\u001b[43m=\u001b[49m\u001b[43mstart\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mon_error\u001b[49m\u001b[43m=\u001b[49m\u001b[43mon_error\u001b[49m\u001b[43m)\u001b[49m\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/parser_frontends.py:131\u001b[39m, in \u001b[36mParsingFrontend.parse\u001b[39m\u001b[34m(self, text, start, on_error)\u001b[39m\n\u001b[32m 129\u001b[39m kw = {} \u001b[38;5;28;01mif\u001b[39;00m on_error \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m {\u001b[33m'\u001b[39m\u001b[33mon_error\u001b[39m\u001b[33m'\u001b[39m: on_error}\n\u001b[32m 130\u001b[39m stream = \u001b[38;5;28mself\u001b[39m._make_lexer_thread(text)\n\u001b[32m--> \u001b[39m\u001b[32m131\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mparser\u001b[49m\u001b[43m.\u001b[49m\u001b[43mparse\u001b[49m\u001b[43m(\u001b[49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mchosen_start\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkw\u001b[49m\u001b[43m)\u001b[49m\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/parsers/lalr_parser.py:42\u001b[39m, in \u001b[36mLALR_Parser.parse\u001b[39m\u001b[34m(self, lexer, start, on_error)\u001b[39m\n\u001b[32m 40\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mparse\u001b[39m(\u001b[38;5;28mself\u001b[39m, lexer, start, on_error=\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[32m 41\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m42\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mparser\u001b[49m\u001b[43m.\u001b[49m\u001b[43mparse\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlexer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstart\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 43\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m UnexpectedInput \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[32m 44\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m on_error \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/parsers/lalr_parser.py:88\u001b[39m, in \u001b[36m_Parser.parse\u001b[39m\u001b[34m(self, lexer, start, value_stack, state_stack, start_interactive)\u001b[39m\n\u001b[32m 86\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m start_interactive:\n\u001b[32m 87\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m InteractiveParser(\u001b[38;5;28mself\u001b[39m, parser_state, parser_state.lexer)\n\u001b[32m---> \u001b[39m\u001b[32m88\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mparse_from_state\u001b[49m\u001b[43m(\u001b[49m\u001b[43mparser_state\u001b[49m\u001b[43m)\u001b[49m\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/parsers/lalr_parser.py:111\u001b[39m, in \u001b[36m_Parser.parse_from_state\u001b[39m\u001b[34m(self, state, last_token)\u001b[39m\n\u001b[32m 109\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mNameError\u001b[39;00m:\n\u001b[32m 110\u001b[39m \u001b[38;5;28;01mpass\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m111\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m e\n\u001b[32m 112\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[32m 113\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.debug:\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/parsers/lalr_parser.py:100\u001b[39m, in \u001b[36m_Parser.parse_from_state\u001b[39m\u001b[34m(self, state, last_token)\u001b[39m\n\u001b[32m 98\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 99\u001b[39m token = last_token\n\u001b[32m--> \u001b[39m\u001b[32m100\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mstate\u001b[49m\u001b[43m.\u001b[49m\u001b[43mlexer\u001b[49m\u001b[43m.\u001b[49m\u001b[43mlex\u001b[49m\u001b[43m(\u001b[49m\u001b[43mstate\u001b[49m\u001b[43m)\u001b[49m\u001b[43m:\u001b[49m\n\u001b[32m 101\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43;01massert\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mis\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mnot\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\n\u001b[32m 102\u001b[39m \u001b[43m \u001b[49m\u001b[43mstate\u001b[49m\u001b[43m.\u001b[49m\u001b[43mfeed_token\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m)\u001b[49m\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/VsCodeProjects/assistance-engine/.venv/lib/python3.12/site-packages/lark/lexer.py:698\u001b[39m, in \u001b[36mContextualLexer.lex\u001b[39m\u001b[34m(self, lexer_state, parser_state)\u001b[39m\n\u001b[32m 696\u001b[39m last_token = lexer_state.last_token \u001b[38;5;66;03m# Save last_token. Calling root_lexer.next_token will change this to the wrong token\u001b[39;00m\n\u001b[32m 697\u001b[39m token = \u001b[38;5;28mself\u001b[39m.root_lexer.next_token(lexer_state, parser_state)\n\u001b[32m--> \u001b[39m\u001b[32m698\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m UnexpectedToken(token, e.allowed, state=parser_state, token_history=[last_token], terminals_by_name=\u001b[38;5;28mself\u001b[39m.root_lexer.terminals_by_name)\n\u001b[32m 699\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m UnexpectedCharacters:\n\u001b[32m 700\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m e\n",
"\u001b[31mUnexpectedToken\u001b[39m: Unexpected token Token('COMMAND', '(base, 1000)') at line 2, column 11.\nExpected one of: \n\t* EQUAL\nPrevious tokens: [Token('NAME', 'addVar')]\n"
]
}
],
"source": [
"code = \"\"\"\n",
" addVar(base, 1000)\n",
" addVar(copia, $base) // copia toma el valor 1000, no la cadena \"$base\"\n",
" addVar(copia, $base)\n",
" addResult(copia)\n",
"\"\"\"\n",
"tree = parser.parse(code)"
@ -189,19 +219,20 @@
},
{
"cell_type": "code",
"execution_count": 34,
"execution_count": 19,
"id": "04bf9223",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'program\\n simple_stmt\\t addVar(base, 1000)\\n simple_stmt\\t addVar(copia, $base) // copia toma el valor 1000, no la cadena \"$base\"\\n simple_stmt\\t addResult(copia)\\n'"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
"ename": "NameError",
"evalue": "name 'tree' is not defined",
"output_type": "error",
"traceback": [
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
"\u001b[31mNameError\u001b[39m Traceback (most recent call last)",
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[19]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mtree\u001b[49m.pretty()\n",
"\u001b[31mNameError\u001b[39m: name 'tree' is not defined"
]
}
],
"source": [

3
src/config.py
View File

@ -35,4 +35,5 @@ MODELS_DIR=DATA_DIR / "models"
RAW_DIR=DATA_DIR / "raw"
PROCESSED_DIR=DATA_DIR / "processed"
INTERIM_DIR=DATA_DIR / "interim"
EXTERNAL_DIR=DATA_DIR / "external"
EXTERNAL_DIR=DATA_DIR / "external"
DOCS_DIR=PROJ_ROOT / "docs"

128
uv.lock
View File

@ -1,5 +1,5 @@
version = 1
revision = 3
revision = 2
requires-python = ">=3.11"
resolution-markers = [
"python_full_version >= '3.14' and sys_platform == 'win32'",
@ -332,7 +332,7 @@ dev = [
{ name = "boto3", specifier = ">=1.42.58" },
{ name = "evidently", specifier = ">=0.7.20" },
{ name = "jupyter", specifier = ">=1.1.1" },
{ name = "langfuse", specifier = "<=3" },
{ name = "langfuse", specifier = "<3" },
{ name = "litellm", specifier = ">=1.82.0" },
{ name = "markdown", specifier = ">=3.10.2" },
{ name = "mteb", specifier = ">=2.8.8" },
@ -1153,18 +1153,6 @@ http = [
{ name = "aiohttp" },
]
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