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Update langchain import, other ollama fixes #30

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Merged
merged 2 commits into from
Nov 19, 2025
Merged

Update langchain import, other ollama fixes #30

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20a86f7
fix(langchain): update import
sanjayankur31 Nov 12, 2025
2762ed6
fix(langchain): set temperature correct, lowercase `ollama`
sanjayankur31 Nov 12, 2025
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40 changes: 20 additions & 20 deletions openworm_ai/utils/llms.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
import time

from langchain.prompts import PromptTemplate
from langchain_core.prompts import PromptTemplate
from langchain_core.output_parsers import StrOutputParser
from langchain.chat_models import init_chat_model

Expand All @@ -26,39 +26,39 @@
LLM_COHERE = "Cohere"
LLM_CMD_LINE_ARGS["-co"] = LLM_COHERE

LLM_OLLAMA_LLAMA32 = "Ollama:llama3.2"
LLM_OLLAMA_LLAMA32 = "ollama:llama3.2"
LLM_CMD_LINE_ARGS["-o-l32"] = LLM_OLLAMA_LLAMA32
LLM_OLLAMA_LLAMA32_1B = "Ollama:llama3.2:1b"
LLM_OLLAMA_LLAMA32_1B = "ollama:llama3.2:1b"
LLM_CMD_LINE_ARGS["-o-l321b"] = LLM_OLLAMA_LLAMA32_1B

LLM_OLLAMA_LLAMA32_3B = "Ollama:llama3.2:3b"
LLM_OLLAMA_LLAMA32_3B = "ollama:llama3.2:3b"
LLM_CMD_LINE_ARGS["-o-l323b"] = LLM_OLLAMA_LLAMA32_3B

LLM_OLLAMA_MISTRAL = "Ollama:mistral"
LLM_OLLAMA_MISTRAL = "ollama:mistral"
LLM_CMD_LINE_ARGS["-o-m"] = LLM_OLLAMA_MISTRAL
LLM_OLLAMA_TINYLLAMA = "Ollama:tinyllama"
LLM_OLLAMA_TINYLLAMA = "ollama:tinyllama"
LLM_CMD_LINE_ARGS["-o-t"] = LLM_OLLAMA_TINYLLAMA
LLM_OLLAMA_PHI3 = "Ollama:phi3:latest"
LLM_OLLAMA_PHI3 = "ollama:phi3:latest"
LLM_CMD_LINE_ARGS["-o-phi3"] = LLM_OLLAMA_PHI3
LLM_OLLAMA_PHI4 = "Ollama:phi4:latest"
LLM_OLLAMA_PHI4 = "ollama:phi4:latest"
LLM_CMD_LINE_ARGS["-o-phi4"] = LLM_OLLAMA_PHI4
LLM_OLLAMA_GEMMA = "Ollama:gemma:7b"
LLM_OLLAMA_GEMMA = "ollama:gemma:7b"
LLM_CMD_LINE_ARGS["-ge"] = LLM_OLLAMA_GEMMA
LLM_OLLAMA_GEMMA2 = "Ollama:gemma2:latest"
LLM_OLLAMA_GEMMA2 = "ollama:gemma2:latest"
LLM_CMD_LINE_ARGS["-ge2"] = LLM_OLLAMA_GEMMA2
LLM_OLLAMA_GEMMA3 = "Ollama:gemma3:4b"
LLM_OLLAMA_GEMMA3 = "ollama:gemma3:4b"
LLM_CMD_LINE_ARGS["-ge3"] = LLM_OLLAMA_GEMMA3
LLM_OLLAMA_DEEPSEEK = "Ollama:deepseek-r1:7b"
LLM_OLLAMA_DEEPSEEK = "ollama:deepseek-r1:7b"
LLM_CMD_LINE_ARGS["-o-dsr1"] = LLM_OLLAMA_DEEPSEEK

LLM_OLLAMA_QWEN = "Ollama:qwen3:1.7b"
LLM_OLLAMA_QWEN = "ollama:qwen3:1.7b"
LLM_CMD_LINE_ARGS["-o-qw"] = LLM_OLLAMA_QWEN

LLM_OLLAMA_CODELLAMA = "Ollama:codellama:latest"
LLM_OLLAMA_FALCON2 = "Ollama:falcon2:latest"
LLM_OLLAMA_FALCON2 = "Ollama:falcon2:latest"
LLM_OLLAMA_CODELLAMA = "ollama:codellama:latest"
LLM_OLLAMA_FALCON2 = "ollama:falcon2:latest"
LLM_OLLAMA_FALCON2 = "ollama:falcon2:latest"

LLM_OLLAMA_OLMO2_7B = "Ollama:olmo2:7b"
LLM_OLLAMA_OLMO2_7B = "ollama:olmo2:7b"
LLM_CMD_LINE_ARGS["-o-olmo27b"] = LLM_OLLAMA_OLMO2_7B

OPENAI_LLMS = [LLM_GPT35, LLM_GPT4, LLM_GPT4o]
Expand Down Expand Up @@ -108,7 +108,7 @@ def generate_response(input_text, llm_ver, temperature, only_celegans):
prompt = PromptTemplate(template=template, input_variables=["question"])

try:
llm = init_chat_model(llm_ver, temperature)
llm = init_chat_model(llm_ver, temperature=temperature)

llm_chain = prompt | llm | StrOutputParser()

Expand All @@ -127,7 +127,7 @@ def generate_panel_response(input_text, llm_panelists, llm_panel_chair, temperat
template=GENERAL_QUERY_PROMPT_TEMPLATE, input_variables=["question"]
)

llm = init_chat_model(llm_ver, temperature)
llm = init_chat_model(llm_ver, temperature=temperature)

llm_chain = prompt | llm | StrOutputParser()

Expand Down Expand Up @@ -156,7 +156,7 @@ def generate_panel_response(input_text, llm_panelists, llm_panel_chair, temperat

prompt = PromptTemplate(template=panel_chair_prompt, input_variables=["question"])

llm = init_chat_model(llm_panel_chair, temperature)
llm = init_chat_model(llm_panel_chair, temperature=temperature)

llm_chain = prompt | llm | StrOutputParser()

Expand Down