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Functions190 in github.com/SamuelSchmidgall/AgentLaboratory

⨍ Functions 190◇ Types & classes 23↳ Endpoints 7
Method__init__
(self, model="gpt4omini", notes=None, max_steps=100, openai_api_key=None)
agents.py:366
Method__init__
(self, model="gpt4omini", notes=None, max_steps=100, openai_api_key=None)
agents.py:442
Method__init__
(self, model="gpt4omini", notes=None, max_steps=100, openai_api_key=None)
agents.py:508
Method__init__
(self, model="gpt4omini", notes=None, max_steps=100, openai_api_key=None)
agents.py:564
Method__init__
Initialize laboratory workflow @param research_topic: (str) description of research idea to explore @param max_steps: (int) m
ai_lab_repo.py:20
Method__init__
(self, lab_index=0)
ai_lab_repo.py:577
Method__init__
(self)
ai_lab_repo.py:669
Method__init__
Class for finding relevant huggingface datasets :param like_thr: :param dwn_thr:
tools.py:22
Method__init__
(self)
tools.py:180
Method__init__
(self)
tools.py:201
Method__init__
(self)
papersolver.py:17
Method__init__
(self, save_loc)
papersolver.py:92
Method__init__
(self, save_loc)
papersolver.py:123
Method__init__
(self, llm_str, notes=None, max_steps=10, insights=None, plan=None, exp_code=None, exp_results=None, lit_revie
papersolver.py:238
Method__init__
(self)
mlesolver.py:29
Method__init__
(self)
mlesolver.py:56
Method__init__
(self, dataset_code, openai_api_key=None, notes=None, max_steps=10, insights=None, plan=None, llm_str=None)
mlesolver.py:204
Function_process_doc
(doc: dict)
utils.py:247
Functionapi_search
()
app.py:122
Functionclip_tokens
(messages, model="gpt-4", max_tokens=100000)
utils.py:197
Methodcommand_descriptions
(self, phase)
agents.py:343
Methodcommand_descriptions
(self, phase)
agents.py:402
Methodcommand_descriptions
(self, phase)
agents.py:479
Methodcommand_descriptions
(self, phase)
agents.py:537
Methodcommand_descriptions
(self, phase)
agents.py:635
Methodcontext
(self, phase)
agents.py:313
Methodcontext
(self, phase)
agents.py:370
Methodcontext
(self, phase)
agents.py:449
Methodcontext
(self, phase)
agents.py:514
Methodcontext
(self, phase)
agents.py:576
Functioncount_tokens
(messages, model="gpt-4")
utils.py:163
Methoddocstring
(self)
papersolver.py:21
Methoddocstring
(self)
papersolver.py:97
Methoddocstring
(self)
papersolver.py:128
Methoddocstring
(self)
mlesolver.py:33
Methoddocstring
(self)
mlesolver.py:60
Methodexample_command
(self, phase)
agents.py:295
Methodexample_command
(self, phase)
agents.py:336
Methodexample_command
(self, phase)
agents.py:397
Methodexample_command
(self, phase)
agents.py:474
Methodexample_command
(self, phase)
agents.py:532
Methodexample_command
(self, phase)
agents.py:630
Methodexecute_command
(self, *args)
papersolver.py:25
Methodexecute_command
(self, *args)
papersolver.py:105
Methodexecute_command
(self, *args)
papersolver.py:136
Methodexecute_command
(self, *args)
mlesolver.py:37
Methodexecute_command
(self, *args)
mlesolver.py:68
Functionexecute_latex
()
papersolver.py:37
Methodfeedback
Provide execution feedback after command is run @param code_return: (str) return from code execution @return: (str) feedback
mlesolver.py:464
Methodfind_papers_by_str
(self, query, N=10)
tools.py:183
Functionindex
()
app.py:70
Methodinference
(self, plan, report)
agents.py:191
Methodmatches_command
(self, cmd_str)
papersolver.py:29
Methodmatches_command
(self, cmd_str)
papersolver.py:110
Methodmatches_command
(self, cmd_str)
papersolver.py:158
Methodmatches_command
(self, cmd_str)
mlesolver.py:41
Methodmatches_command
(self, cmd_str)
mlesolver.py:73
Methodoverride_inference
(self, query, temp=0.0)
agents.py:242
Methodparse_command
(self, cmd_str)
papersolver.py:33
Methodparse_command
(self, *args)
papersolver.py:114
Methodparse_command
(self, *args)
papersolver.py:162
Methodparse_command
(self, cmd_str)
mlesolver.py:45
Methodparse_command
(self, *args)
mlesolver.py:77
Methodphase_prompt
(self, phase)
agents.py:352
Methodphase_prompt
(self, phase)
agents.py:421
Methodphase_prompt
(self, phase)
agents.py:492
Methodphase_prompt
(self, phase)
agents.py:549
Methodphase_prompt
(self, phase)
agents.py:673
Functionprocess_docs
(dataset: datasets.Dataset)
utils.py:246
Functionprocess_results
(doc: dict, results: List[str])
utils.py:258
Functionquery_deepseekv3
(prompt, system, api_key, attempt=0, temperature=0.0)
utils.py:11
Functionquery_gemini
(prompt, system, api_key, attempt=0, temperature=0.0)
utils.py:98
Functionquery_gemini2p0
(prompt, system, api_key, attempt=0, temperature=0.0,)
utils.py:113
Functionquery_gpt4o
(prompt, system, api_key, attempt=0, temperature=0.0)
utils.py:76
Functionquery_gpt4omini
(prompt, system, api_key, attempt=0, temperature=0.0)
utils.py:53
Functionquery_qwen
(prompt, system, api_key, attempt=0, temperature=0.0)
utils.py:29
Methodrequirements_txt
(self)
agents.py:621
Methodretrieve_full_paper_text
(self, query)
tools.py:196
Methodrole_description
(self)
agents.py:437
Methodrole_description
(self)
agents.py:502
Methodrole_description
(self)
agents.py:559
Methodrun_code
Actually execute the code that was generated @return: (str) code return
mlesolver.py:553
Functionrun_lab
(parallel_lab_index)
ai_lab_repo.py:790
Functionsearch
()
app.py:106
Methodset_model_backbone
(self, model)
agents.py:230
Functionupdate_on_demand
()
app.py:65
Functionupload
()
app.py:76
Functionuploaded_file
(filename)
app.py:149
Functionview_pdf
(paper_id)
app.py:153
Functionworker_run_code
(code_str, output_queue)
tools.py:292
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