WEBDIENSTE/langgraph
1
0
Fork 0
mirror of https://github.com/langchain-ai/langgraph.git synced 2026-08-17 21:25:46 +02:00
Code Issues Packages Projects Releases Wiki Activity

Fmt

Browse Source
This commit is contained in:
Lance Martin
2024-04-07 16:00:18 -07:00
parent 04668df9bc
commit fdc34ef3b7
1 changed files with 9 additions and 7 deletions
Download Patch File Download Diff File Expand all files Collapse all files
examples/code_assistant/langgraph_code_assistant.ipynb
+9 -7
View File
@@ -12,7 +12,9 @@
"source": [
"# Code generation with flow\n",
"\n",
"AlphaCodium presented an approach for code generation [that uses a`flow` paradigm to construct an answer to a coding question iteratively.](https://x.com/karpathy/status/1748043513156272416?s=20). \n",
"AlphaCodium presented an approach for code generation that uses control flow.\n",
"\n",
"Main idea: [construct an answer to a coding question iteratively.](https://x.com/karpathy/status/1748043513156272416?s=20). \n",
"\n",
"[AlphaCodium](https://github.com/Codium-ai/AlphaCodium) iteravely tests and improves an answer on public and AI-generated tests for a particular question. \n",
"\n",
@@ -32,7 +34,7 @@
"metadata": {},
"outputs": [],
"source": [
" ! pip install -U langchain_community langchain-openai langchain-anthropic langchain langgraph"
" ! pip install -U langchain_community langchain-openai langchain-anthropic langchain langgraph bs4"
]
},
{
@@ -79,9 +81,7 @@
"\n",
"### Code solution\n",
"\n",
"We can consider [Claude3](https://docs.anthropic.com/claude/docs/models-overview) variants, too.\n",
"\n",
"We de-couple code solution and code formatting so that any LLM can be used for code solution. "
"Try OpenAI and [Claude3](https://docs.anthropic.com/claude/docs/models-overview) with function calling."
]
},
{
@@ -165,7 +165,7 @@
"\n",
"structured_llm_claude = llm.with_structured_output(code, include_raw=True)\n",
"\n",
"# Check for errors\n",
"# Optional: Check for errors in case tool use is flaky\n",
"def check_claude_output(tool_output):\n",
" \"\"\"Check for parse error or failure to call the tool\"\"\"\n",
"\n",
@@ -218,7 +218,9 @@
" \n",
" return solution['parsed']\n",
"\n",
"# Wtih re-try\n",
"# Wtih re-try to correct for failure to invoke tool\n",
"# TODO: Annoying errors w/ \"user\" vs \"assistant\" \n",
"# Roles must alternate between \"user\" and \"assistant\", but found multiple \"user\" roles in a row\n",
"code_gen_chain = code_gen_chain_re_try | parse_output\n",
"\n",
"# No re-try\n",